Repositories

Links to relevant research repositories I have worked on.

Python 11 stars
DRMD

s2labres/DRMD

Code library for the DRMD framework from 'DRMD: Deep Reinforcement Learning for Malware Detection under Concept Drift'.
- aaai2026
- active-learning
- classification-with-rejection
- concept-drift
- deep-reinforcement-learning
- drl
- malware-detection
- rejection
- rejection-sampling
GitHub TL;DR
Python 1 star
DRL4Sec-Pitfalls

alan-turing-institute/DRL4Sec-Pitfalls

Code library for the case studies from 'SoK: The Pitfalls of Deep Reinforcement Learning for Cybersecurity'.
- cybersecurity
- case-study
- drl
- pitfalls
GitHub TL;DR
Jupyter Notebook 12 stars
mumoRAG-attacks

alan-turing-institute/mumoRAG-attacks

Adversarial and poisoning attacks against multimodal retrieval-augmented generation (RAG).
- adversarial-ml
- RAG
- multimodal
- LLMs
GitHub TL;DR
Python 6 stars
Wendigo

isneslab/Wendigo

Code library for the Wendigo framework from 'Wendigo: Deep Reinforcement Learning for Denial-of-Service Query Discovery in GraphQL'.
- graphql
- dos
- deep-reinforcement-learning
- blackbox-testing
- dlsp2024
GitHub TL;DR
Python 3 stars
RPAL

s2labres/RPAL

Code library for the RPAL framework from 'The Impact of Active Learning on Availability Data Poisoning for Android Malware Classifiers'.
- recovery
- active-learning
- temporal-data
- malware-detection
- poisoning-attack
- artman2025
GitHub TL;DR
Python 21 stars, 7 forks
tesseract-ml-release

s2labres/tesseract-ml-release

Code library for the Tesseract framework from 'TESSERACT: Eliminating experimental bias in malware classification across space and time'.
- temporal-data
- malware-detection
GitHub TL;DR
Python 3 stars
MARSim

McFadden-S/MARSim

Multi-agent reinforcement learning environment for partially observable drone swarm attack and defence of a UGV resupply mission.
- drone
- swarm
- defense
- drl
GitHub

DRMD

DRL4Sec-Pitfalls

mumoRAG-attacks

Wendigo

RPAL

tesseract-ml-release

MARSim