Security investigation
Connecting AI methods with the analysis of attack patterns and security evidence.
Explore this topic ↗Research direction
AI for Security
AI methods for stronger cyber defence.
Connected questions. New possibilities.
The question behind the work
How can AI help defenders understand complex attacks?
We explore learning methods for threat detection, attack analysis, and security investigation. The aim is to connect research questions with practical challenges faced by security teams.
Questions we explore.
Threat detection
Exploring learning methods that help identify and understand cybersecurity threats.
Explore this topic ↗A closer look
Ideas taking shape.
In focus
Publication · 2026
Breaking and Defending LLM-Powered Social Media Bot Detection Systems
A study of attacks and defences for language-model systems that identify social media bots.
Explore the story ↗Publication
Publication 2026
Inference Attacks and Defenses on LLM-Powered Phishing Email Detection Systems
Frederik Sherman and Yoni Birman study inference attacks and defenses for LLM-powered phishing email detection. The paper is available through the HumSec 2026 workshop.
Publication
Publication 2026
AdvPIIBench - The Adversarial Collapse of PII Detection in LLM Interactions
Roei Arpaly and Yoni Birman investigate how adversarial prompts challenge the detection of personally identifiable information in LLM interactions.