5 papers
Quantifying Collusion Among Autonomous LLM Agents: A Statistical Analysis of the Collusion Wiki Incident
Shariq Murtuza
In August and September 2026, independent researchers publicly documented an unusual incident: thousands of autonomous agents, self identifying as OpenAI models on web research tas…
Forensic Implications of Localized AI: Artifact Analysis of Ollama, LM Studio, and llama.cpp
Shariq Murtuza
The proliferation of local Large Language Model (LLM) runners, such as Ollama, LM Studio and llama.cpp, presents a new challenge for digital forensics investigators. These tools en…
Scout: Leveraging Large Language Models for Rapid Digital Evidence Discovery
Shariq Murtuza
Recent technological advancements and the prevalence of technology in day to day activities have caused a major increase in the likelihood of the involvement of digital evidence in…
Mirage: Defense against CrossPath Attacks in Software Defined Networks
Shariq Murtuza, Krishna Asawa
The Software-Defined Networks (SDNs) face persistent threats from various adversaries that attack them using different methods to mount Denial of Service attacks. These attackers h…
Sentinels of the Stream: Unleashing Large Language Models for Dynamic Packet Classification in Software Defined Networks -- Position Paper
Shariq Murtuza
With the release of OpenAI's ChatGPT, the field of large language models (LLM) saw an increase of academic interest in GPT based chat assistants. In the next few months multiple ac…