
sentrygrid
ML-driven threat detection and continuous monitoring platform built for federal zero trust architectures.

ML-driven threat detection and continuous monitoring platform built for federal zero trust architectures.

Linux system-call monitor using ptrace to trace file, process, network, and memory activity, with namespace isolation and machine learning…

Algorithms for outlier, adversarial and drift detection

List of tools & datasets for anomaly detection on time-series data.

A machine learning toolkit for log parsing [ICSE'19, DSN'16]

Automatic extraction of relevant features from time series:

Programmable guardrails for LLM chat apps: enforce input/output rails, block jailbreaks and prompt injections, detect hallucination, and mask…

Streaming machine learning library for incremental learning on data streams, providing online estimators, drift and anomaly detection, pipelines,…

Scalable Python library for time series analysis via matrix profiles, enabling motif discovery, anomaly detection, semantic segmentation, and…

A python library for user-friendly forecasting and anomaly detection on time series.

A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine…

A curated portfolio showcasing my SOC investigations, threat hunting projects, DFIR labs, detection engineering, technical blogs, and cybersecurity…

Self-referenced local contrast for knowledge-poison detection in retrieval-augmented generation

Develop, validate, and publish SIEM detection rules for Elastic Security, with Python CLI tooling, KQL parsing, Kibana integration, and packaged…

Implementation of RITA (Real Intelligence Threat Analytics) in Jupyter Notebook with improved scoring algorithm.

Automates Windows memory forensics and DFIR workflows with MemProcFS: YARA/ClamAV scanning, process anomaly detection, and artifact/log extraction.

Network anomaly detector that monitors raw packets to identify port scanning activity in real time, with flexible sniffing duration controls and live…

Runs custom filters on Elasticsearch and alerts on matches