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600-199 - Securing Cisco Networks with Threat(R) Detection and Analysis - Dump Information

Vendor : Cisco
Exam Code : 600-199
Exam Name : Securing Cisco Networks with Threat(R) Detection and Analysis
Questions and Answers : 58 Q & A
Updated On : November 12, 2018
PDF Download Mirror : 600-199 Brain Dump
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600-199 Questions and Answers

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600-199 Securing Cisco Networks with Threat(R) Detection and Analysis

Study Guide Prepared by Killexams.com Cisco Dumps Experts


Killexams.com 600-199 Dumps and Real Questions

100% Real Questions - Exam Pass Guarantee with High Marks - Just Memorize the Answers



600-199 exam Dumps Source : Securing Cisco Networks with Threat(R) Detection and Analysis

Test Code : 600-199
Test Name : Securing Cisco Networks with Threat(R) Detection and Analysis
Vendor Name : Cisco
Q&A : 58 Real Questions

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Cisco Securing Cisco Networks with

Cisco joins palms with state company to coach IoT, cybersecurity ability | killexams.com Real Questions and Pass4sure dumps

The alliance will roll out an IoT and Cybersecurity training Programme for Human team of workers development and Vocational staff building. The programme will educate 250 gurus within the two sectors with a specific goal to educate 50 lecturers. lecturers who get knowledgeable under this programme will acquire a co-certification from the dep. and the Cisco Networking Academy.

it's going to additionally run a professional working towards construction Programme with a view to carry the Cisco certified community associate (CCNA) curriculum to 150 experts in Thailand. The CCNA is a foundational certificates for professionals searching for a career in networking and is among the most widespread certifications within the industry.

furthermore, the alliance will bring the CCNA security curriculum to 15 professionals. With a CCNA protection certification, a network expert demonstrates the talents required to boost security infrastructure, realize threats and vulnerabilities to networks and mitigate safety threats. The CCNA security curriculum emphasises core safety applied sciences, installing, troubleshooting and monitoring of network devices to maintain integrity, confidentiality and availability of statistics and contraptions, and competency in the applied sciences that Cisco makes use of in its protection structure.

Nuttapon Nimmanphatcharin, the president and CEO of DEPA, observed: “Digital innovation and adoption are key pillars of Thailand’s financial boom. The emergence of latest technologies like IoT and cybersecurity are playing a key position within the govt’s building method for Thailand 4.0. The collaboration between DEPA and Cisco specializes in practicing a competent workforce to drive the nation’s digital economic system agenda. students will profit palms-on experiences through true-world scenarios with the support of totally qualified teachers. They also have the pliability to entry working towards anyplace, each time and don't deserve to pay the exam charge if they move the route.”

Vatsun Thirapatarapong, managing director for Cisco in Thailand and Indochina, mentioned: “Thailand must invest in readying an IT-savvy personnel that may assist it unencumber the full skills of its digital economic climate. As a pacesetter in web and safety applied sciences, Cisco is a great associate to instruct IoT and cybersecurity experts to handle the team of workers scarcity and bridge the expertise hole in the industry.”

He said Cisco Networking Academy became dedicated to helping the development of digital talents. due to the fact that its inception, the Networking Academy has informed greater than forty five,000 students in Thailand. “we are excited by way of the possibility to collaborate with DEPA and instruct the subsequent era of IT authorities within the country.”


From UNESCO to CISCO: enhancing education with Cisco expertise | killexams.com Real Questions and Pass4sure dumps

because the daughter of a superb railway engineer, I had on no account imagined myself to be an engineer. however then, right through my final semester of graduate college, my plan changed after I learned about a corporation referred to as Cisco.

earlier than this moment, I had been dreaming of working for the United nations. With my new dream, youngsters, i ended up graduating with a job offer from Cisco TAC. And now, i can’t think about now not being a community engineer and looking out into routers and servers’ logs, and assisting our purchasers all the way through the day.

And while my dream changed into altered, my mind and passions would in no way change – I longed to alternate education for little ones.

Born as an ethnic minority, i'm happy with my own lifestyle. at the equal time, others’ life had been also pleasing to me, which impressed me to go to a unique tuition that gathered college students from the entire 56 ethnic corporations in China. while speaking with chums from a considerable number of backgrounds, i realized that schooling facts in their hometowns are fairly diverse from mine. for example, boarding colleges handiest exist at Senior excessive degree in my place of origin. on the equal time, in rural areas, with a purpose to get access to training, a few of them ought to birth boarding lives even from the primary day of kindergarten.

With big curiosity, I joined a 1-month volunteer instructor application for ethnic minorities that aimed to increase the local schooling nice within the Tibetan enviornment. To support achieve this task, 4 different volunteers and that i went to a rural school in Qinghai Province, which is determined on the Tibetan plateau at over three,400 meters.

educational performance during this village become now not very first rate. via historical past, there become only one person who had been admitted to a college. considering in regards to the cause and feasible solution, we believed the situation may well be readily modified by using introducing some new methods of educating.

With about a hundred and twenty college students ranging in age from Kindergarten to Grade 9, we realized that they did love coming to school, youngsters, the reason turned into now not the artistic classes, however more about just being with us. They arrived at round 5am (to wake us up 😀) and stayed unless they needed to leave to move to bed. those days have been laborious, however interesting and it made me start to wonder how we may do a more robust job of enhancing their educational performance.

I accept as true with that motivating our college students to examine matters more than how we train them, even. The intent is that after we outlined “existence within the large cities” and informed our college students that gaining knowledge of complicated can lead them to careers within the higher cities – their eyes lit up and that they started to concentrate greater in classes. learning became very essential to them.

As I obtained to know them greater, I might see their need for getting out of the village. i need to, and feel I must, do whatever to support them. sure, even after the software ended – I knew i was forever smitten by furthering education.

soon after the program, I came to Japan and commenced my look at of foreign academic construction at Waseda college. at the time my dream became nevertheless to work for the UN businesses. I noticed this profession course, together with the general public sector, as an instantaneous way to assist change and increase training for thus many. I applied and got a chance to intern at UNESCO  (The United countries academic, Scientific and Cultural company) Bangkok, Asia and Pacific Regional Bureau for education.

all over the 6-month internship at UNESCO Bangkok, my responsibility was to help organize the ‘Asia schooling Summit on bendy learning concepts for Out-of-college toddlers (OOSC).’ in order to discover speakers for our summit who had been the most useful in shape, my group did a huge variety of case stories, and the most unique issue happened – Cisco’s Networking Academy was some of the situations!

That changed into my first introduction to Cisco, but Networking Academy opened my eyes to a brand new world – company Social responsibility (CSR) in educational development.

I noticed how CSR is changing the lives of faculties and college students, and this impressed me tremendously. i used to be moved to tears a number of instances when observing the videos from Cisco’s Networking Academy, chiefly after I saw americans who joined Cisco’s Networking Academy and eventually became Cisco employees on account of the effective, impactful work they have been doing.

when I back to school for my Masters application, I decided to write down my thesis on CSR in the tutorial development box.whereas making ready for my thesis, I study greater than 200 CSR reports from Fortune 500 organizations. The greater I researched, the greater my admire for Cisco grew. i noticed that Cisco became invested in social innovation, and altering americans’s lives through technology and training – and that Cisco may be capable of help my dream come true of improving education for ethnic minorities. through using Cisco’s collaboration tools, we may aid advance far flung training! The percentages are truly limitless.

here is once I knew I needed to develop into a Cisco worker too. And now, i am as a consumer guide Engineer on Japan TAC Collaboration team.

thus far, i'm still gaining knowledge of and studying about Cisco technologies and every day brings a brand new finding. My hope is that in the near future, i will be able to assist toddlers throughout the world to study lifestyles in the huge cities and past their villages through Cisco Webex and Webex for teams. i'm hoping through inviting them into our workplaces and homes through Telepresence, they turn into motivated to study difficult and educate themselves as much as viable – in order that sooner or later most likely they could fulfill their goals of relocating to the “massive metropolis” – or possibly even joining us here at Cisco.

want to work for an organization that fuels your passions? We’re hiring. observe now.


Attackers Use Zero-Day that can Restart Cisco safety appliances | killexams.com Real Questions and Pass4sure dumps

Unknown attackers have exploited a vulnerability in application operating on safety hardware items from Cisco. The computer virus could trigger a restart of the affected gadgets, the equivalent of a denial-of-service (DoS) circumstance.

Cisco found out the issue while addressing a aid case and is aware about lively exploitation taking area.

far flung assault, no authentication obligatory

The vulnerability, recognized as CVE-2018-15454, is existing in the Session Initiation Protocol (SIP) inspection engine grew to become on via default in Adaptive security appliance (ASA) and Firepower danger protection (FTD) software.

If crashing and rebooting the appliance isn't performed, the effect of the leveraging the vulnerability is excessive CPU usage, slowing the equipment down and delaying it from dealing with tasks at hand.

in response to a security advisory from Cisco, the worm may also be exploited remotely and doesn't require authentication. 

"The vulnerability is due to fallacious handling of SIP site visitors. An attacker may take advantage of this vulnerability by using sending SIP requests designed to notably trigger this difficulty at a high fee across an affected equipment," reads the advisory.

dissimilar mitigation chances

at the moment there is not any software update that fixes the problem, but a number of mitigation options exist.

One answer is to disable SIP inspection, but here's now not possible in many instances, as it could smash SIP connections.

an extra option is to block the traffic from the offending IP addresses through the use of an entry manage listing (ACL); or to use the 'shun' command in EXEC mode to cease the packets from the attacker's IP - here's not a persistent components, as is modifying the ACL, although

Cisco seen that the offending site visitors has the 'sent-through address' header set to 0.0.0.0, an invalid price. Admins might use this sample to determine the unhealthy packets and prevent crashing of the safety equipment.

ultimate on the list of mitigation options is to put into effect a cost restrict on the SIP traffic via the Modular policy Framework (MPF).

except a software update with a fix to CVE-2018-15454 emerges, consumers are advised to undertake some of the above mitigation solutions.

the following eight products operating ASA 9.four and above, and FTD 6.0 and later, are affected:

  • 3000 sequence Industrial security equipment (ISA)
  • ASA 5500-X sequence next-era Firewalls
  • ASA functions Module for Cisco Catalyst 6500 collection Switches and Cisco 7600 collection Routers
  • Adaptive security digital appliance (ASAv)
  • Firepower 2100 collection security appliance
  • Firepower 4100 sequence security equipment
  • Firepower 9300 ASA security Module
  • FTD virtual (FTDv)

  • 600-199 Securing Cisco Networks with Threat(R) Detection and Analysis

    Study Guide Prepared by Killexams.com Cisco Dumps Experts


    Killexams.com 600-199 Dumps and Real Questions

    100% Real Questions - Exam Pass Guarantee with High Marks - Just Memorize the Answers



    600-199 exam Dumps Source : Securing Cisco Networks with Threat(R) Detection and Analysis

    Test Code : 600-199
    Test Name : Securing Cisco Networks with Threat(R) Detection and Analysis
    Vendor Name : Cisco
    Q&A : 58 Real Questions

    first rate source latest high-highexcellent 600-199 mind dumps, correct answers.
    The exact answers were not difficult to remember. My knowledge of emulating the killexams.com Q&A was truly attractive, as I made all right replies in the exam 600-199. Much appreciated to the killexams.com for the help. I advantageously took the exam readiness inside 12 days. The presentation style of this aide was simple without any lengthened answers or knotty clarifications. Some of the topic which are so hard and difficult as well are coach so beautifully.


    So smooth training of 600-199 exam with this question bank.
    Hi, I had be a part of for 600-199. Despite the fact that I had read all chapters in depth, however your query financial institution supplied sufficientpractise. I cleared this exam with 99 % the day before today, thanks lots for to the factor query financial institution. Even my doubts were clarified in minimum time. I need to use your service in destiny as properly. You guys are doing a extraordinarily goodactivity. Thanks and Regards.


    Its right to read books for 600-199 examination, however make certain your success with these Q&A.
    It is excellent! I passed my 600-199 exam yesterday with a nearly perfect score of 98%. Thank you Killexams! The materials in the bundle are authentic and valid - this is what I got on my other exam. I knew answers to most of the questions, and some more questions were very similar and on the subjects fully covered in the study guide, so I was able to answer them by myself. Not only did I get an excellent learning tool which has helped me expand my professional knowledge, but I also received an easy pass to my 600-199 certification.


    in which am i able to discover 600-199 dumps questions?
    killexams.com had enabled a pleasant experience the complete whilst I used 600-199 prep resource from it. I accompaniedthe study courses, examination engine and, the 600-199 to every tiniest little detail. It changed into because of such fabulousmanner that I became gifted within the 600-199 examination curriculum in remember of days and were given the 600-199 certification with an awesome rating. i am so grateful to each unmarried person behind the killexams.com platform.


    How to prepare for 600-199 exam?
    this is top notch, I handed my 600-199 exam final week, and one exam earlier this month! As many humans factor out here, these brain dumps are a exquisite way to study, either for the examination, or just for your expertise! On my checks, I had masses of questions, good element I knew all of the solutions!!


    attempt out those real 600-199 modern-day dumps.
    That is an definitely legitimate and reliable resource, with actual 600-199 questions and accurate solutions. The finding out engine works very smooth. With extra info and appropriate customer support, this is an exceptionally suited provide. No free random braindumps available on-line can take a look at with the high-quality and the good enjoy I had with Killexams. I surpassed with a honestly excessive score, so Im telling this based totally on my personal revel in.


    Take a smart circulate to pass 600-199
    If you want proper 600-199 training on how it works and what are the exams and all then dont waste your time and opt for killexams.com as it is an ultimate source of help. I also wanted 600-199 training and I even opted for this wonderful test engine and got myself the best training ever. It guided me with every aspect of 600-199 exam and provided the best questions and answers I have ever seen. The study guides also were of very much help.


    Take gain brand new 600-199 dumps, Use those questions to make sure your success.
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    those 600-199 dumps works within the actual test.
    Mysteriously I answerered all questions in this exam. an awful lot obliged killexams.com it is a fantastic asset for passing tests. I endorse all people to certainly use killexams.com. I study numerous books but neglected to get it. anyhow inside the wake of using killexams.com Questions & answers, i found the instantly forwardness in planning query and answers for the 600-199 examination. I saw all of the issues nicely.


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    Securing Cisco Networks with Threat(R) Detection and Analysis

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    Cisco Firepower vs Juniper SRX: Top NGFWs Compared | killexams.com real questions and Pass4sure dumps

    Most Recent Products Articles

    Download our in-depth report: The Ultimate Guide to IT Security Vendors

    Cisco and Juniper Networks both offer industry-leading next-generation firewalls (NGFWs). Both firewalls provide essential features to meet enterprise security needs, and both made eSecurity Planet's list of leading NGFW vendors. Still, there are significant strengths and weaknesses to each offering. What follows is a look at the features of each solution, along with a look at their key differentiators.

    The Bottom Line

    Both Cisco and Juniper get enthusiastic responses from customers and industry analysts. Cisco's support network consistently gets high marks, and its products are a particularly good fit for companies seeking a broad range of security services that integrate with the firewall. Juniper users praise the solution's ease of configuration and rich interface, and the company is a good shortlist candidate for enterprises seeking high throughput and advanced routing support at a low price.

    Still, NSS Labs testing raised concerns about the cost-effectiveness of both solutions. The company rates both products with a higher total cost of ownership (TCO) and lower security effectiveness than some competitors, and was unable to rate Juniper's products at all in its most recent ranking.

    Cisco Product Highlights

    Overview: Cisco's Firepower NGFWs are designed to detect and mitigate attacks with deep visibility and advanced security capabilities, while maintaining optimal network performance and uptime. Key differentiators lie in the areas of threat intelligence, visibility and advanced security capabilities. The company's NGFWs are available as hardware appliances and as virtual appliances for cloud deployments.

    https://o1.qnsr.com/log/p.gif?;n=203;c=204651317;s=9477;x=7936;f=201802121810550;u=j;z=TIMESTAMP;a=20394213;e=i

    Recent developments: Recent updates to Cisco's Firepower Device Manager have added site-to-site VPN for branch deployments, IPS signature tuning for false positives, and SSL decryption in software for encrypted traffic. A new Firepower Migration Tool has also been introduced to help legacy ASA firewall customers upgrade to a new NGFW.

    Analysts' take: Gartner says Cisco is a good shortlist candidate for most enterprise use cases, particularly when enterprises are seeking to deploy a broad range of security services that interact with the firewall. Clients consistently rate the Cisco support network as excellent, citing it as a reason for loyalty to Cisco security products. Still, many customers cite complex and confusing licensing as a negative, and some express frustration with the complexity of having to use Cisco Security Manager for older firewalls and the Firepower Management Center for newer ones.

    See our in-depth look at Cisco's Firepower NGFWs.

    Juniper Product Highlights

    Overview: The Juniper Networks SRX Series NGFWs combine high-performance security with integrated services for application security, intrusion protection and advanced threat detection for organizations of all sizes, including enterprise data center, campus and branch, service provider infrastructure and cloud deployments. In addition to its SRX hardware, Juniper offers the vSRX virtual firewall and the cSRX for containerized environments.

    Recent developments: Juniper recently introduced the SRX4600 NGFW, which is optimized for private and hybrid cloud deployments and integrated with the company's Junos Space Security Director. Juniper's SRX NGFWs also now feed directly into the Advanced Threat Protection (ATP) appliance, enabling the aggregation and correlation of security events from Juniper and third-party sources into a consolidated timeline view of all threats in the network.

    Analysts' take: Gartner says Juniper is a good shortlist candidate for enterprises seeking high throughput at a low price, along with the ability for the firewall to support advanced routing scenarios. Customers praise the SRX's ease of configuration and rich interface, often citing them as primary reasons for selection and continued usage. Still, Gartner clients say Juniper lags behind its major competitors in releasing new security features, and it's been late to market compared to competitors in areas such as public cloud support and VMware NSX integration (though both were recently announced).

    See our in-depth look at Juniper Networks SRX Series NGFWs.

    NGFW Product Ratings

    Here are eSecurity Planet's ratings of each solution's key features.

    Security performance: NSS Labs' 2018 test results are inconclusive regarding these products – the company was unable to measure the effectiveness of Juniper's NGFW products, while the Cisco Firepower 4120 received a 71.8 percent security effectiveness rating, due largely to its failure to block three out of 190 evasion techniques tested. In NSS' 2017 tests, the Cisco Firepower 4110 received a 95.5 percent security effectiveness rating, while the Juniper SRX 4200 was rated at 37.8 percent, due largely to its failure to protect against RPC fragmentation, HTML obfuscation, and HTTP evasion techniques.

    Performance: Similarly, while Cisco was rated by NSS Labs at 5,291 Mbps and Juniper was unrated in NSS' 2018 testing, NSS' 2017 tests rated the Cisco Firepower 4120 at 2,495 Mbps and the Juniper SRX 4200 at 1,955 Mbps.

    Value: NSS Labs' 2018 testing rated Cisco's total cost of ownership (TCO) at $28 per protected Mbps, and was unable to rate Juniper. In its 2017 testing, NSS rated Cisco's TCO per protected Mbps at $21, and Juniper at $105.

    Implementation and management: Juniper customers cite the SRX's ease of configuration and rich interface as primary reasons for choosing and continuing to use the product, and several Cisco users similarly cite the UI as a key strength. Still, some Cisco customers express frustration with having to use Cisco Security Manager to manage older models and the Firepower Management Center for newer ones, and customers and partners cite Cisco's complex and confusing licensing as a significant negative.

    Support: While customers of both companies give positive reviews for vendor support, Gartner reports that Cisco's support network is so strong that it's often cited as a key justification for loyalty to Cisco security products.

    Cloud Features: Both solutions offer virtual appliances and a range of cloud functionality. Juniper's container-focused cSRX firewall is a unique offering.

    Read more reviews written by users of Juniper Networks SRX and Cisco Firepower NGFWs.

    cisco juniper ngfw 

    Deployment

    Cisco's NGFWs are available as hardware appliances, with the Firepower Defense Manager on-box solution or the Firepower Management Center for centralized management. Virtual and public cloud solutions are also available with the Firepower NGFW Virtual (NGFWv).

    Juniper's NGFWs are available in a broad range of options, from all-in-one, integrated physical and virtual security networking devices (SRX, vSRX and cSRX) to highly scalable, chassis-based data center solutions.

    Pricing Structure

    Cisco's firewalls start at under $1,000, with pricing as low as $35 per month with Cisco EasyPay leasing. The Firepower 4120 tested by NSS sells for approximately $100,000.

    Juniper's lower-end appliances start around $300, while the high-end SRX 5800 stars around $60,000. The company offers a 60-day free trial of its vSRX virtual firewall solution.

    Other NGFW product comparisons

    Securing Remote Networks Against Cyber Threats: part 1 | killexams.com real questions and Pass4sure dumps

    Managed Security Service Providers (MSSP) are depending on NetFlow and IPFIX as one of the top 3 enablers for improving network threat detection for onsite as well as remote sites.  The distributed NetFlow collection nature of this technology allows IT security teams to gain threat insight into remote areas without actually visiting each location. 

    Most firewalls today including those from Barracuda, Cisco ASA, Palo Alto Networks, SonicWALL and others provide NetFlow or IPFIX exports which with the right flow analytics solution, allow for several types of additional threat detection methods.

    Why Companies Turn to MSSPs

    With 50% of Internet thefts occurring at companies with less than 2500 employees and the cost of hiring a security expert increasing, many organizations are turning to MSSPs in hopes of gaining access to a team of security experts. In turn, MSSPs provide their customers with  services in areas such as virus blocking, IDS, VPN and firewall maintenance. Monthly fees generally include a block of hours for system changes, modifications and upgrades.  When they aren’t working on specific customer issues, they collaborate with other experts to identify the latest threats and the best security countermeasures.  Because these experts can’t wait for the next software update to fight the latest cyber battle, security teams often turn to flow technologies to monitor for the latest malware.

    “IPS (or deep packet inspection) is our #1 security defense; Netflow is a very close #2  – Gavin Reid, Manager of Cisco CSIRT.

    Threat Detection with NetFlow

    Traditionally, NetFlow and IPFIX have been used by MSSPs to perform Network Behavior Analysis by running dozens of algorithms against the flows collected. Examples include:

  • Breach Attempts: Looks for many small flows from one source to one destination. This can indicate things such as a brute force password attack. A typical scenario would be a dictionary attack on an SSH server.
  • DDoS: Identifies a Distributed Denial of Service attack such as those that can be launched by a BOTNET.
  • DNS Violation: Alerts when a host initiates an excessive number of DNS queries. This can help to identify hosts that may be infected with a mailer worm or other issues that require an inordinate number DNS lookups.
  • FIN Scan: The FIN scan’s “stealth” frames are unusual because they are sent to a device without first going through the normal TCP handshaking routine.
  • ICMP Destination Unreachable: This is a message that comes back from the router to the requesting host stating that it doesn’t have a route to the destination network of the target host.
  • ICMP Port Unreachable: This is a message that comes back from the destination server stating that it will not open communication on the specified port requested by the host.
  • Nefarious Activity Violation: Looks for hosts communicating with many hosts with a low number of flows. An example would be a port 80 scan of an entire subnet.
  • NULL Scan: The null scan turns off all TCP flags in an attempt to open a connection with the target host. Sometimes it consists of flows where the source port is 0 with various destination ports.
  • RST/ACK: RST/ACK packets are connection denials that come back from destinations to the originating hosts. It can be caused by network scanning.
  • SYN scan/flood: SYN packets are sent out in an attempt to make a network connection with a target host. It can be caused by network scanning.
  • Unfinished Flows: Identifies hosts that have a high percentage of unfinished flows. This indicates scanning, Malware or poorly configured applications on a host.
  • XMAS Tree scan: The Xmas tree scan sends a TCP frame to a remote device with the URG, PUSH, and FIN flags set. This is called a Xmas tree scan because of the alternating bits turned on and off in the flags byte (00101001), much like the lights of a Christmas tree.
  • The above algorithms are an excellent step toward the automation of detecting malware that could be trying to penetrate and compromise hosts on the network.  Notice that these algorithms focus on network behavior analysis as deep packet inspection to match packets to signatures isn’t generally possible with NetFlow.  Much like a flu virus, malware can use a polymorphic technique which means it can constantly vary its structure and content in order to avoid detection.  Solutions which perform deep packet inspection in an attempt to pattern match through the use of constantly updated signatures can easily be evaded by this dynamic technique. Even with all the above, more needs to be done to detect the latest forms of malware and this means thinking outside the proverbial threat detection box.

    Dmitri-Alperovitch.jpg

    “I am convinced that every company in every conceivable industry with significant size and valuable intellectual property and trade secrets has been compromised (or will be shortly), with the great majority of the victims rarely discovering the intrusion or its impact. In fact, I divide the entire set of Fortune Global 2,000 firms into two categories: those that know they’ve been compromised and those that don’t yet know.”Dmitri Alperovitch, former VP of Threat Research, McAfee®

    Read Part 2 on IP host reputation.


    Cognitive Threat Analytics: Turn Your Proxy Into Security Device | killexams.com real questions and Pass4sure dumps

    This post was authored by Veronica Valeros, Petr Somol, Martin Rehak and Martin Grill, on behalf of the whole CTA team.

    Some of us still intuitively believe that our extensively safeguarded corporate networks are safe from the risks we are exposed to when connecting directly to public Internet. Yet, evidence suggests that most companies now operate with significant persistent malware present in the network. At the same time, malware has also evolved, and we have witnessed a larger proportion of infections being brief with relatively low risk. But, even the seemingly low risk infections may open a pathway or potentially escalate into full-fledged attacks with serious business impact.­­­­­­­­­

    Accordingly, our mindset and the framework of our reasoning about malware needs to change. Most of the adware, malicious JavaScript in the browser, toolbars and hijacking browser plugins do not care about the network they run on. As bottom-feeders of the Internet, they monetize the internet presence and user activity, but don’t care about the data on the host – until the moment they realize that they have, however accidentally, infected a high-value asset and re-sell the presence to the highest bidder for privilege escalation and targeted attacks.

    Figure 1 – Cognitive Threat Analytics Health Status Dashboard

    Figure 1 – Cognitive Threat Analytics Health Status Dashboard

    The problem of discovering attackers present in the network has therefore significantly changed. It has become rather simple to detect something malicious in the network. Today the challenge is to find the malicious network traffic that matters. This is why we built Cognitive Threat Analytics (CTA). CTA is a cloud-based breach detection service specialised in detecting threats that have already bypassed the security perimeter. We have been working very hard on prioritization and segmentation of attacks between categories according to their estimated business impact. CTA uses state-of-the-art machine learning techniques to discover the full spectrum of attacks and to monitor potential escalations when infections become more persistent or more dangerous. Continuing our promise of promoting transparency in the advanced threat research field [1], in this post we look under the hood of CTA and explain its building blocks.

    CTA consumes web access logs from web proxies, including Cisco Cloud Web Security (CWS), Cisco Web Security Appliance (WSA), and BlueCoat ProxySG. CTA processes more than 10 billion web requests daily. Through a layered approach of different machine learning techniques, CTA is able to discard 99% of the input traffic, keeping only the traffic that represents a security risk. At a high level, CTA is composed of three layers: (1) Anomaly Detection & Trust Modeling, (2) Event Classification, Entity & User Modeling, and (3) Relationship Modeling [see Figure 2]. As we will explore below, each layer is able to keep the most significant anomalous traffic and hand it over to the next layer for deeper inspection.

    Figure 2 - CTA is composed of three layers. The first layer consumes large amounts of data and only keeps 1% of the most anomalous traffic. The second layer classifies the traffic in behaviors and groups anomalous behaviors by hosts. The third layer correlates known threats using our global intelligence, revealing malicious campaigns and providing information that is later presented as Confirmed Threats in the CTA portal.

    Figure 2 – CTA is composed of three layers. The first layer consumes large amounts of data and only keeps 1% of the most anomalous traffic. The second layer classifies the traffic in behaviors and groups anomalous behaviors by hosts. The third layer correlates known threats using our global intelligence, revealing malicious campaigns and providing information that is later presented as Confirmed Threats in the CTA portal.

    Layer 1: Anomaly Detection & Trust Modeling

    The first layer of CTA consumes a large amount of network telemetry data, selects the most anomalous traffic and hands it over to the second layer. This layer has two stages, Anomaly Detection and Trust Modeling. The Anomaly Detection stage is composed of more than 40 individual network anomaly detectors, each designed to detect a specific type of anomalous behavior that can be related to some malicious activity. Each detector maintains a model of a normal network behavior and assigns high anomaly score to all the network observations that deviate from the model. The individual anomaly detectors are used in groups known as ensembles. An individual ensemble may use either a static or machine learned combination of the detectors. The static combinations provide a good generalization whereas the learned combinations boost the efficacy of the system on known malicious behaviors. The Trust Modeling stage acts like a long-term memory, eliminating noise in anomaly detector verdicts caused by the normal fluctuations in network traffic. This approach greatly reduces the number of false positives introduced by the anomaly detection. In this layer CTA discards 99% of the traffic, letting only highly anomalous traffic (~1%) through to next layer for further processing [2] [3] [4].

    Layer 2: Event Classification, Entity & User Modeling

    The second layer of CTA aims at explaining the highly anomalous traffic detected in the first layer. This layer has two stages, Event Classification and Entity & User Modeling. The Event Classification stage is composed of more than a hundred individual classifiers. A multitude of original Machine Learning techniques is employed including the high-precision Neyman-Pearson based linear models, as well as Multiple-Instance-Learning based Support Vector Machines, Neural Networks and Random Forests [5]. Each classifier is trained to recognize specific types of anomalous and malicious traffic, from software updates to exfiltration behavior and command and control communication. Classifiers are able to highlight specific indicators of compromise in a network with consistent precision in the range 90-100%. The Entity & User Modeling stage ties anomalous traffic to events associated to single hosts. When enough events are collected for a single host, they are aggregated into incidents and an alert is generated for that host [6] [7] [8].

    Layer 3: Relationship Modeling

    The third layer is in charge of the Relationship Modeling of incidents. This layer uses information about the incidents generated by the previous layer and correlates that information across our global intelligence in order to find common attack patterns and malware behaviors in different organizations. Thanks to this layer, CTA is able to present additional intelligence about threat presence across fields, such as how many other organizations have seen it. This knowledge is extremely useful for organizations to evaluate if they are victims of targeted campaigns or opportunistic attacks.

    CTA incidents are presented in two categories: Confirmed Threats and Detected Threats. Confirmed Threats are presented with 99-100% confidence, and are tied to specific malware types that have been identified as part of farther-reaching malicious campaign. For these threats CTA provides detailed threat-specific information to reduce the time a customer-side analyst spends investigating, and speeds the remediation efforts. Detected Threats are anomalous incidents identified as specific for an organization. Less prevalent threats including Zero-Day attacks usually fall in this category. Investigation effort should be put on analyzing Detected Threats in order not to miss hard-to-identify and newly emerging threats. [9]

    Thanks relationship modeling, CTA provides more than just incidents, it provides threat specific intelligence and uses this intelligence do derive risk scores. Every Confirmed Threat report communicates to the analyst all the information available regarding the malware infection. This allows the analyst to quickly confirm the risk assessment, estimate the damage, prioritize remediation and conduct a quick mitigation (see Figure 3).

    Figure 3 - CTA Threat Specific Information on DNSChanger Malware.

    Figure 3 – CTA Threat Specific Information on DNSChanger Malware.

    Infection History and Network Traffic Indicators

    CTA provides an infection timeline for each threat infection in the organization. The information about how long a user has been infected with a specific malware is critical to estimate the potential damage the threat may have caused, to organize a containment strategy and to prioritize the mitigation [see Figure 4].

    Figure 4 - CTA Infection History and Example of Network Indicators per Threat Campaign.

    Figure 4 – CTA Infection History and Example of Network Indicators per Threat Campaign.

    Network investigators may also need information about what the traffic of this particular threat like, to be able to improve their detection mechanisms and be able to stop these threats faster. For that purpose, CTA provides examples of the network traffic communication the threat is presenting on their network. Its embedded automatic decoder capability allows analysts to quickly look through encoded URLs and understand what information the threat is sending out [see Figure 4].

    Integration with AMP Threat Grid

    CTA integration with Cisco Advanced Malware Protection (AMP) Threat Grid connects the network traffic intelligence with the sandbox results, modeling relationships between different malware binaries, families and network behaviors. CTA uses this information to provide the specific files and artifacts that incident responders should look for on the infected hosts without needing direct access to the endpoint [Figure 5]. This information is used to confirm the infections in the endpoints, and to understand the technical aspects of the threat.

    Figure 5 - CTA and AMP Threat Grid Integration provides specific indicators on the host level.

    Figure 5 – CTA and AMP Threat Grid Integration provides specific indicators on the host level.

    CTA output has been adapted to the world where the malware infections are a rule, rather than an exception. CTA organizes the alerts into four categories by estimating the likely business impact of each incident. The business impact is estimated by relationship modeling and learning the associations between command & control infrastructure, individual incidents and malware samples executed in AMP Threat Grid and other intelligence sources. This allows us to identify the individual botnet or malware operations, discern their versions and generations, and to infer the business models they use to achieve profit . As a result, we can predict possible escalation patterns and highlight the situations where even a trivial adware infection creates a major security issue. [10]

    With organizations just like yours being attacked every day, it is vital to know what the state of security looks like at a given time in your organization. CTA dashboards are designed for that [see Figure 6].

    Figure 6 - CTA Dashboards summarizes the state of security in your organization.

    Figure 6 – CTA Dashboards summarizes the state of security in your organization.

    We’ve recently designed an overview dashboard, and streamlined it to provide the following critical information at a glance:

  • Health Status
  • Relative Threat Exposure
  • Key Information on Behaviors and Users
  • Each component provides the information needed to communicate the state of security to stakeholders and start organizing a remediation strategy.

    The Health Status shows the total number of affected users and most importantly, how many of those users are affected by high risk threats and require immediate remediation.  The Relative Threat Exposure provides information about how is the organization positioned with respect to others from a security perspective. This information provides guidance for driving organizational improvements in security and improving remediation methodologies in place. The dashboard also includes a brief summary of the specific behaviors observed in the network, the highest risk incidents that may require immediate action, and the top risk escalations. [11]

    Integration with AMP for Endpoints

    As recently announced, Cisco Advanced Malware Protection (AMP) for Endpoints is now fully integrated with CTA, with a 30% average increase reported on threats discovery. Read more here: http://www.cisco.com/go/ampendpoint-cta

    To learn more about CTA and request an evaluation, visit: https://cognitive.cisco.com/

    Read more about CTA threat detection in action:

    Watch more about CTA as part of Cisco Security solutions:

    [1] Rehak, M. (2015, September 11). Cognitive Threat Analytics – Transparency in Advanced Threat Research [web blog post]. Retrieved from http://blogs.cisco.com/security/cognitive-threat-analytics-transparency-in-advanced-threat-research

    [2] Grill, M., Pevný, T., & Rehak, M. (2016). Reducing false positives of network anomaly detection by local adaptive multivariate smoothing. Journal of Computer and System Sciences. http://dx.doi.org/10.1016/j.jcss.2016.03.007

    [3] Grill, M., & Pevný, T. (2016). Learning combination of anomaly detectors for security domain. Computer Networks. http://dx.doi.org/10.1016/j.comnet.2016.05.021

    [4] Garcia, S., Grill, M., Stiborek, J., & Zunino, A. (2014). An empirical comparison of botnet detection methods. computers & security, 45, 100-123. http://dx.doi.org/10.1016/j.cose.2014.05.011

    [5] Bartos, K., Franc, V., Sofka, M. (2015, September 3). Cognitive Research: Learning Detectors of Malicious Network Traffic [web blog post]. Retrieved from http://blogs.cisco.com/security/talos/machine-learning-detectors

    [6] Bartos, K., Softka, M., & Franc, V. (2016, August). Optimized invariant representation of network traffic for detecting unseen malware variants. In 25th USENIX Security Symposium, forthcoming.

    [7] Bartos, K., & Sofka, M. (2015, September). Robust representation for domain adaptation in network security. In Joint European Conference on Machine Learning and Knowledge Discovery in Databases (pp. 116-132). Springer International Publishing. http://dx.doi.org/10.1007/978-3-319-23461-8_8

    [8] Franc, V., Sofka, M., & Bartos, K. (2015, September). Learning detector of malicious network traffic from weak labels. In Joint European Conference on Machine Learning and Knowledge Discovery in Databases (pp. 85-99). Springer International Publishing. http://dx.doi.org/10.1007/978-3-319-23461-8_6

    [9] Jusko, J., Stiborek, J., Kohout, J., Rehak, M., & Pevný, T. (2016). Social Threat Propagation. IEEE Intelligent Systems. Accepted for publication in 2016.

    [10] Valeros, V., Gibb, R., Hulse, E., & Rehak, M. (2016). DNSChanger Outbreak Linked to Adware Install Base [web blog post]. Retrieved from: http://blogs.cisco.com/security/dnschanger-outbreak-linked-to-adware-install-base

    [11] Svoboda, M. (2016, July 29). Introducing executive dashboards in CTA [web blog post]. Retrieved from http://blogs.cisco.com/security/introducing-executive-dashboards-in-cta



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