Research
Publications, whitepapers, and technical research.
2024
Unveiling Cyber Threat Actors
ARES 2024
A hybrid deep learning approach combining Transformers and CNNs for attributing cyber threat actors based on command line behaviors.
+7
#cnn#cobalt-strike#cti#ioc#nlp#transformers#ttp
2020
Intrusion detection over encrypted network data
The Computer Journal
A protocol for privately evaluating detection models on system data using lattice-based cryptography to protect both data and model privacy.
+8
#cryptography#fhe#lattice-based#pii#privacy-preserving#seal#soc#threat-intelligence
2020
Towards prioritizing vulnerability testing
QRS-C 2020
A machine learning approach to accelerate vulnerability scanning by prioritizing security tests based on web page features.
+7
#automated-testing#cwe#machine-learning#neural-network#test-prioritization#vulnerability#vulnerability-assessment
2019
Bare-metal android malware behavior analysis framework
ICACT 2019
A scalable dynamic malware analysis framework focused on capturing unified behavior profiles of Android applications by analyzing them on physical devices in real-time.
+8
#android#bare-metal#binder#dynamic-analysis#lkm#machine-learning#malware#pmu