🎙️ On Stage at BSides Luxembourg 2026: New Talk Revealed 🧠🤝 𝗧𝗘𝗔𝗠𝗜𝗡𝗚, 𝗧𝗥𝗨𝗦𝗧, 𝗔𝗡𝗗 𝗧𝗛𝗥𝗘𝗔𝗧𝗦: 𝗛𝗢𝗪 𝗛𝗨𝗠𝗔𝗡𝗦
| Source: Mastodon | Original article
A new session at BSides Luxembourg 2026 put the human side of AI security under the spotlight. Dr. Tailia Malloy, a leading researcher on human‑machine collaboration, took the stage on May 7 to unveil “Teaming, Trust, and Threats: How Humans Interact with Generative AI in Security.” The talk combined live demos, recent field studies and a threat‑modeling framework that maps how security analysts, incident responders and SOC engineers rely on large language models (LLMs) for triage, forensics and threat‑intel synthesis.
Malloy argued that the real bottleneck in AI‑augmented security is not model accuracy but the psychology of trust. She presented data showing that analysts over‑rely on AI suggestions when confidence cues are ambiguous, and under‑utilise them when output appears too “human.” The session also highlighted emerging attack vectors: prompt injection, model poisoning and covert data exfiltration through generative agents embedded in ticketing systems. By framing these issues as a teamwork problem, Malloy urged vendors to embed transparent provenance tags and to design “human‑in‑the‑loop” safeguards that preserve accountability.
The relevance of the talk extends beyond the conference hall. As enterprises roll out generative AI assistants for routine security tasks, regulators in the EU are drafting guidelines on AI‑driven decision‑making. Malloy’s findings give policymakers concrete evidence that trust calibration must be codified alongside technical controls. Meanwhile, the security community is already reacting – several vendors announced beta programs for “trust‑aware” AI consoles, and academic labs said they will replicate Malloy’s experiments in multi‑site SOC environments.
What to watch next: a hands‑on workshop on AI‑agent defusal scheduled for May 8, a follow‑up panel on AI governance at the upcoming RSA Conference, and a forthcoming white paper from the European Union Agency for Cybersecurity that cites Malloy’s framework. The conversation sparked at BSides Luxembourg is set to shape how the industry balances speed, safety and human judgment in the age of generative AI.
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