Hasso-Plattner-Institut
 
    • de
 

David Jaeger

Room: H-1.13

Tel: +49(0)331 5509 520

Email: david.jaeger(at)hpi.de

Research

My research interests are in the area of network security, security event analysis and identity leaks. My focus is on the proposal and design of a Big Data SIEM system that is capable of handling huge amounts of event data in large enterprise networks. In addition, I am working on the correlation of events and external threat intellgience to identify simple and complex network attacks in real-time. 

 

Research Projects

Real-Time Event Analysis and Monitoring System (REAMS)

Identity Leak Checker (ILC)

Teaching

Lectures

  • Information Security (Master), SS 2015
  • Information Security (Master), SS 2013
  • Internet Security (Bachelor), WS 2012/2013

Seminars

  • Network Security in Practice (Master), WS 2018/2019
  • Big Data Security Analytics (Bachelor), WS 2017/2018
  • Dark Web Monitoring and Analysis of Leak Data (Master), WS 2014/2015
  • Finding Vulnerabilities through Reverse Engineering (Master), SS 2014
  • Cops and Robbers (Bachelor), SS 2013
  • Network Security in Practice (Master), WS 2012/2013

Bachelor Projects

  • A Big Security Data Analytical Framework (Bachelor), WS 2017/2018
  • Security Testing and Surveillance for Large-Scale Software (Bachelor), SS 2013

 

 

Publications

  • David Jaeger, Feng Cheng, Christoph Meinel: Accelerating Event-Based Attack Detection with a Distributed In-Memory Platform, In Proceedings of the 16th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC'18), 2018
  • Andrey Sapegin, David Jaeger, Feng Cheng, Christoph Meinel: Towards a System for Complex Analysis of Security Events in Large-Scale Networks, Computers & Security, Vol. 67, 2017
  • Martin Ussath, David Jaeger, Feng Cheng, Christoph Meinel: Identifying Suspicious User Behavior with Neural Networks, In Proceedings of the 4th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud'17), 2017
  • David Jaeger, Chris Pelchen, Hendrik Graupner, Feng Cheng, Christoph Meinel: Analysis of Publicly Leaked Credentials and the Long Story of Password (Re-)use, In Proceedings of the 11th International Conference on Passwords (PASSWORDS'16), 2016
  • David Jaeger, Hendrik Graupner, Chris Pelchen, Feng Cheng, Christoph Meinel: Fast Automated Processing and Evaluation of Identity Leaks, International Journal of Parallel Programming (IJPP), Vol. 44, No. 2, 2016
  • Hendrik Graupner, David Jaeger, Feng Cheng, Christoph Meinel: Automated Parsing and Interpretation of Identity Leaks, In Proceedings of the 13th Computing Frontiers Conference 2016 (CF'16), 2016
  • Andrey Sapegin, Marian Gawron, David Jaeger, Feng Cheng, Christoph Meinel: Evaluation of In-Memory Storage Engine for Machine Learning Analysis of Security Events, Concurrency and Computation: Practice and Experience, Vol. 29, No. 2, 2016
  • Martin Ussath, David Jaeger, Feng Cheng, Christoph Meinel: Pushing the Limits of Cyber Threat Intelligence: Extending STIX to Support Complex Patterns, In Proceedings of the 13th International Conference on Information Technology: New Generations (ITNG'16), 2016
  • Martin Ussath, David Jaeger, Feng Cheng, Christoph Meinel: Advanced Persistent Threats: Behind the Scenes, In Proceedings of the 50th Annual Conference on Information Sciences and Systems (CISS'16), 2016
  • David Jaeger, Amir Azodi, Feng Cheng, Christoph Meinel: Normalizing Security Events with a Hierarchical Knowledge Base, In Proceedings of the 9th International Conference on Information Security Theory and Practice (WISTP'15), 2015
  • David Jaeger, Martin Ussath, Feng Cheng, Christoph Meinel: Multi-Step Attack Pattern Detection on Normalized Event Logs, In Proceedings of the 2nd IEEE International Conference on Cyber Security and Cloud Computing (CSCloud'15), 2015
  • David Jaeger, Andrey Sapegin, Martin Ussath, Feng Cheng, Christoph Meinel: Parallel and Distributed Normalization of Security Events for Instant Attack Analysis, In Proceedings of the 34th IEEE International Performance Computing and Communications Conference (IPCCC'15), 2015
  • Amir Azodi, David Jaeger, Feng Cheng, Christoph Meinel: Passive Network Monitoring using REAMS, In Proceedings of the International Conference on Information Science and Applications (ICISA'15), 2015
  • Andrey Sapegin, Marian Gawron, David Jaeger, Feng Cheng, Christoph Meinel: High-Speed Security Analytics Powered by In-memory Machine Learning Engine, In Proceedings of the 14th IEEE International Symposium on Parallel and Distributed Computing (ISPDC'15), 2015
  • David Jaeger, Hendrik Graupner, Andrey Sapegin, Feng Cheng, Christoph Meinel: Gathering and Analyzing Identity Leaks for Security Awareness, In Proceedings of the 7th International Conference on Passwords (PASSWORDS'14), 2014
  • Amir Azodi, David Jaeger, Feng Cheng, Christoph Meinel: Event Normalization Through Dynamic Log Format Detection, ZTE Communications, Vol. 12, No. 3, 2014
  • Amir Azodi, David Jaeger, Feng Cheng, Christoph Meinel: Runtime Updatable and Dynamic Event Processing using Embedded ECMAScript Engines, In Proceedings of the 4th International Conference on IT Convergence and Security (ICITCS'14), 2014
  • Andrey Sapegin, David Jaeger, Amir Azodi, Marian Gawron, Feng Cheng, Christoph Meinel: Normalisation of Log Messages for Intrusion Detection, Journal of Information Assurance and Security, Vol. 9, No. 3, 2014
  • Amir Azodi, David Jaeger, Feng Cheng, Christoph Meinel: Pushing the Limits in Event Normalisation to Improve Attack Detection in IDS/SIEM Systems, In Proceedings of the First International Conference on Advanced Cloud and Big Data (CBD'13), 2013
  • Amir Azodi, David Jaeger, Feng Cheng, Christoph Meinel: A New Approach to Building a Multi-Tier Direct Access Knowledge Base For IDS/SIEM Systems, In Proceedings of the 11th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC'13), 2013
  • Feng Cheng, Amir Azodi, David Jaeger, Christoph Meinel: Multi-Core Supported High Performance Security Analytics, In Proceedings of the 11th International Conference on Dependable, Autonomic and Secure Computing (DASC’13), 2013
  • Feng Cheng, Amir Azodi, David Jaeger, Christoph Meinel: Security Event Correlation supported by Multi-Core Architecture, In Proceedings of the 3rd IEEE International Conference on IT Convergence and Security (ICITCS'13), 2013
  • Andrey Sapegin, David Jaeger, Amir Azodi, Marian Gawron, Feng Cheng, Christoph Meinel: Hierarchical Object Log Format for Normalisation of Security Events, In Proceedings of the 9th International Conference on Information Assurance and Security (IAS'13), 2013

 

PGP-Key

You can find my PGP public key here. The fingerprint of the key is: FC5B A038 6A39 EC10 9C74  E758 B2F4 94F7 D919 8E8F.