
Octopii
An AI-powered Personal Identifiable Information (PII) scanner.

An AI-powered Personal Identifiable Information (PII) scanner.

This repository includes the source code used in the "Characterization and Detection of Cross-Router Covert Channels" paper.

Benchmark and evaluation harness testing whether LLM agents resist malicious instructions hidden in multimodal skill images, with 108 cases across…

Research implementation of Hop-Decayed Influence (HDI) and the 3S attack framework, exposing structural auxiliary indexing vulnerabilities in…

Embed multiple secret messages in LLM chat token choices using arithmetic/Discop steganographic coders, with bit-exact decoding and steganalysis…

Security scanner for AI/ML model files. Detects malicious code, backdoors, and vulnerabilities before deployment

Invisible Hyperlinks in Physical Photographs

AI-powered threat intelligence platform for automated CVE/ransomware monitoring, domain surveillance, data leak detection, and incident response with…

A list of covert channels and steganography/steganalysis resources (books, papers & tools)

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports…

Reverse Shell Detection with Machine Learning

Bidirectional token-classification model for PII detection and masking in text, with CLI for redaction, evaluation, and finetuning on-premises.

Automating Host Exploitation with AI

Graph-based insider threat detection using GCN-BiLSTM and attention models on CMU CERT datasets. Includes data preprocessing, feature extraction, and…

Research related to the Power Tracks discovered in market microstructure.

Machine Learning Network Share Password Hunting Toolkit

Research implementation of the Black-Hole Attack that poisons vector database indexes via centrality-driven hubness, with FAISS pipelines and…

reverse of openai privacy filter. same 1.5b model, returns pii as structured spans instead of masking