Detecting anomalous network patterns
Using anomaly patterns for improved data security, network monitoring and observability.
Accepting submissions till 06 Dec 2021, 11:30 PM
Not accepting submissions
Topics for speaking:
- Application of anamalous network patterns or anomaly data for detecting data breaches.
- Application of anamalous network patterns or anomaly detection data to do capacity planning for data security.
- Tools and workflows your organization uses to monitor networks - in payments, gaming, CDNs, and other domains.
- Application of anomaly detection for cybersecurity.
We invite network security engineers, cybersecurity practitioners, and systems engineers to speak/contribute content.
Content can be submitted in the form of:
- 15 minute talks
- 30 minute talks
- 1,000 word written articles
All content will be peer-reviewed by practitioners from industry.
Make a submission
Accepting submissions till 06 Dec 2021, 11:30 PM
Swapneel Patnekar Packets don't lie - Network Security Monitoring (NSM) for the massesPrevention ultimately fails. With this uncomfortable premise, everyone gets breached. The circumstances for networks become grave when one looks at defending networks from the security 1% lens. According to Richard Bejtlich, more
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Rashid Feroz Achieving a High Level of Network Inspection with VPC Traffic Mirroring and SuricataCOVID has hit everyone and affected people in their own way. As far as organizations are concerned, employees have been asked to work from home (WFH), and because many industries are now working remotely, the pattern of user connections to the enterprise network has turned upside down. Instead of most users connecting locally, now most are connecting remotely. And for allowing employees to access… more
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YG
Yael Goldstein Where is my traffic going? And other tough questions of hybrid network monitoringModern application architectures have evolved networking beyond physical connections. IP addresses are no longer sufficient descriptors of components like virtual machines, containers, and cloud services. Effectively managing complex, distributed environments requires an understanding of how these components interact, which cannot be obtained with traditional network monitoring tools. more
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BT
Boris Taratine Knowledge vs. Faith: How to Use Observable Data to Make Better Defence DecisionsOver the past years we increasingly relied on someone’s else judgement and opinion of what is bad or good on the Internet. And whilst very often the things changed the scores may not, leading to false positives or complicated and obscure risk-score structures. Also, to form an opinion, one need to observe the behaviour for some time to cast judgement. What can we do in the meantime? Knowledge abo… more
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Jithesh Kaveetil Advanced Anomaly Detection Systems for Transactions and Network flowsIndia holds the record for having the highest number of digital transactions annually. VuNet is a major Indian player in this, helping several prominent banks through AI driven monitoring of their payment transaction flows and network infrastructure to improve the user experience. Through our flagship product, vuSmartMaps, we have been rigorously analysing millions of transactions, applications, … more
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Vipin Chaudhary What is happening in my network? Network egress observability at Dream11.One of the many challenges a SRE/Devops/Cloud Security Officer has to face in his or her job is to know at any time what is going on in the cloud egress network. They must perform continuous analyses and checks to determine which cloud systems communicate which each other , which cloud system are sending data outside and which protocols are they employed. What about the data that is transferred t… more
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DS
Dishant Shah API Security powered by Deep LearningSpherical Defense is working on applying research from Cambridge University on representation learning and Natural Language Processing (NLP) to web application / API security. We learn the baseline in an unsupervised manner of normal JSON request headers and payloads, and can detect anomalies. We learn continuously as the application changes and reduce false positives. We can 1) detect anomalies … more
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RV
Ravindra Ved Anatomy of an attackNetwork behaviour analysis often leads to early indicators of attack, however, network behaviour needs to be augmented with additional data points like user behaviour, data flow characteristics, threat intelligence, anonymous API calls to identify and establish threat patterns more
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SB
Shrutirupa Banerjiee Magecart - The Rising Threat to e-commerce WebsitesThe news about a cyber attack in a big enterprise is not new. We keep on hearing about such attacks and how millions of data are being stolen or leaked. Thus, Data breaches are one common impact of cyber attacks in any large organization. Attackers keep on looking for newer exploits or rare kinds of attacks to steal user information and use them for malicious use. In this session, the audience wi… more
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AS
Anwesha Sen Checklist for Network Security Monitoring (NSM) for On-premise, Data Centers and Cloud set-upsThis checklist was developed from the Birds of Feather (BOF) session on Tooling for NSM held on 15 June 2021 under the Anomalous Network Detection Patterns programme. Swapneel Patnekar - Founder at Sreshta IT - and Rashid Feroz - Security Engineer at CRED - shared their experiences and learnings. Anand Venkatnarayan, cybersecurity expert and editor of Privacy Mode and Rootconf progammes moderated… more
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