Codes and data for USENIX Security 24 paper "MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning"

cti-bench

A Graph Neural Network-based Intrusion Detection System

Source code of the paper "[RE] Explaining Temporal Graph Models through an Explorer-Navigator framework".

SoK: Modeling Explainability in Security Analytics for Interpretability, Trustworthiness and Usability

PASA: Attack Agnostic Unsupervised Adversarial Detection using Prediction & Attribution Sensitivity Analysis

Corresponding code for the paper: "Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic Data", at Network and Distributed System Security (NDSS).

Code base for the NDSS24 paper Transpose Attack: Stealing Datasets with Bidirectional Training

Continuous Learning for Android Malware Detection (USENIX Security 2023)

Reverse engineered ChatGPT API

Evasion Attacks and Defenses on Smart Home Physical Event Verification

Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).

BARS: Local Robustness Certification for Deep Learning based Traffic Analysis Systems (NDSS'23)

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Can fear be used for polarisation and spreading negativity? Our paper accepted in The Web conference 2021 tries to explore this question in light of public Whatsapp groups.

COCO API - Dataset @ http://cocodataset.org/

Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications