Are you still on track!? Catching LLM Task Drift with Activations. - Sahar Abdelnabi; Aideen Fay; Giovanni Cherubin; Ahmed Salem 001; Mario Fritz; Andrew Paverd (CoRR, 2024)

Get My Drift? Catching LLM Task Drift with Activation Deltas. - Sahar Abdelnabi; Aideen Fay; Giovanni Cherubin; Ahmed Salem 001; Mario Fritz; Andrew Paverd (SaTML, 2025)

Holes in Latent Space: Topological Signatures Under Adversarial Influence. - Aideen Fay; Inés García-Redondo; Qiquan Wang; Haim Dubossarsky; Anthea Monod (CoRR, 2025)

LLMail-Inject: A Dataset from a Realistic Adaptive Prompt Injection Challenge. - Sahar Abdelnabi; Aideen Fay; Ahmed Salem 001; Egor Zverev; Kai-Chieh Liao; Chi-Huang Liu; Chun-Chih Kuo; Jannis Weigend; Danyael Manlangit; Alex Apostolov; Haris Umair; João Donato; et al. (CoRR, 2025)