Data-driven detection and resilience for cyber-physical and networked systems.
- 2025 · A Unified Framework Incorporating AW-TRBAC and Semantic Variational Autoencoders for Dynamic Threat Detection and Access Control
- 2025 · Assessing the Impact of Access Control Policies on Data Accessibility in Distributed NoSQL Environments
- 2024 · Predicting software vulnerability trends with multi-recurrent neural networks: a time series forecasting approach
Applying and stress-testing machine learning and large language models for security.
- 2025 · A Unified Framework Incorporating AW-TRBAC and Semantic Variational Autoencoders for Dynamic Threat Detection and Access Control
- 2025 · ByteFlow: A Byte-Level LLM for Deep Packet Inspection and Network Intelligence
- 2025 · Baylor Environmental AI Research System (BEARS): An Agentic AI Project to Combat Climate Change
- 2024 · Predicting software vulnerability trends with multi-recurrent neural networks: a time series forecasting approach
Deep packet inspection and protocol-level analysis driven by learned representations.
- 2025 · ByteFlow: A Byte-Level LLM for Deep Packet Inspection and Network Intelligence
- 2024 · Social Networks Analysis and Mining
- 2024 · Predicting software vulnerability trends with multi-recurrent neural networks: a time series forecasting approach
- 0 · Comparative Performance Analysis of Networking Named Content and Traditional IP-based Networking in Different Topologies
Forecasting security trends and mining signal from large, noisy data sources.
- 2026 · Client-Side Video Analysis for Content Moderation with MoQ
- 2024 · Predicting software vulnerability trends with multi-recurrent neural networks: a time series forecasting approach
- 2022 · Navigating the Digital Maze: Exploring the Intersection of Social Media, Privacy, and Security
Agents that fix security vulnerabilities on live systems — closing the exposure while keeping the service running — and the benchmarks and planners that make those fixes safe and verifiable.
- preprint · Autonomous System Vulnerability Remediation: A Survey of Agentic AI, Reinforcement Learning, Benchmarks, and Operational Safety
- preprint · SysRepair-Bench: A Benchmark for AI Agents' Ability to Remediate Real-World System Vulnerabilities
- preprint · SysRepair: A Benchmark and Multi-Architecture Approach to Autonomous Vulnerability Remediation