Machine Learning Security Laboratory @mlsec_lab
The MLSec Laboratory is a research branch of the PRALab, at the University of Cagliari. We investigate topics at the intersection of ML and computer security. pralab.github.io/mlsec/ Cagliari, Italy Joined December 2021-
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Missed the event? Watch it again on our YouTube channel: youtube.com/watch?v=obKUg0… Thank you again, @niloofar_mire, for talking about your research at our seminar! Stay tuned for the following events!
We are excited to present a new event of our seminar series on ML Security! We will host @niloofar_mire (Carnegie Mellon) on June 24th, 2026, at 5 pm CEST. Free registration at the link below: events.teams.microsoft.com/event/a5c019c5…
What is refusal ablation actually doing inside a language model? Our new preprint shows that standard refusal ablation can be interpreted as a minimum-confidence latent-space evasion: it projects the representations onto the boundary of a refusal probe. Can we push beyond it?
We are excited to present a new event of our seminar series on ML Security! We will host @niloofar_mire (Carnegie Mellon) on June 24th, 2026, at 5 pm CEST. Free registration at the link below: events.teams.microsoft.com/event/a5c019c5…
Missed the event? Watch it again on our YouTube channel: youtube.com/watch?v=5T0jpK… Thank you again, @AlinaMOprea , for talking about your research at our seminar! Stay tuned for the following events!
We are excited to present a new event of our seminar series on ML Security! We will host @AlinaMOprea (Northeastern University) on April 29th, 2026, at 5 pm CEST. Free registration at the link below: events.teams.microsoft.com/event/00f1e355…
We are excited to present a new event of our seminar series on ML Security! We will host @AlinaMOprea (Northeastern University) on April 29th, 2026, at 5 pm CEST. Free registration at the link below: events.teams.microsoft.com/event/00f1e355…
Missed the event? Watch it again on our YouTube channel: youtube.com/watch?v=T2rHNj… Thank you again, @MantasMazeika96 , for talking about your research at our seminar! Stay tuned for the following events!
We are excited to present a new event of our seminar series on ML Security! We will host @MantasMazeika96 (Center for AI Safety) on March 18th, 2026, at 5 pm CET. Free registration at the link below: events.teams.microsoft.com/event/c693a048…
We are excited to present a new event of our seminar series on ML Security! We will host @MantasMazeika96 (Center for AI Safety) on March 18th, 2026, at 5 pm CET. Free registration at the link below: events.teams.microsoft.com/event/c693a048…
Missed the event? Watch it again on our YouTube channel: youtube.com/watch?v=IgeJX7… Thank you again, @orvieto_antonio , for presenting your research at our seminar! Stay tuned for the following events!
We are excited to present a new event of our seminar series on ML Security! We will host @orvieto_antonio (ELLIS Institute Tübingen - MPI) on February 4th, 2026, at 5 pm CET. Free registration at the link below: events.teams.microsoft.com/event/fac385d8…
We are excited to present a new event of our seminar series on ML Security! We will host @orvieto_antonio (ELLIS Institute Tübingen - MPI) on February 4th, 2026, at 5 pm CET. Free registration at the link below: events.teams.microsoft.com/event/fac385d8…
Missed the event? Watch it again on our YouTube channel: youtube.com/watch?v=BNVPTK… Thank you again, @egor_zverev_ai , for talking about your research at our seminar! Stay tuned for the following events!
We are excited to present a new event of our seminar series on ML Security! We will host @egor_zverev_ai on January 14th, 2026, at 5 pm CET. Free registration at the link below: events.teams.microsoft.com/event/ea2193c8…
We are excited to present a new event of our seminar series on ML Security! We will host @egor_zverev_ai on January 14th, 2026, at 5 pm CET. Free registration at the link below: events.teams.microsoft.com/event/ea2193c8…
Missed the event? Watch it again on our YouTube channel: youtube.com/watch?v=fN5x8X… Stay tuned for the following events! Thank you again, @andyarditi, for presenting your research at our seminar!
We are excited to present a new event of our seminar series on ML Security! We will host @andyarditi (Northeastern University) on December 17th, 2025, at 5 pm CET. Free registration at the link below: events.teams.microsoft.com/event/9ca660c5…
One more week to register for the talk by @andyarditi!
We are excited to present a new event of our seminar series on ML Security! We will host @andyarditi (Northeastern University) on December 17th, 2025, at 5 pm CET. Free registration at the link below: events.teams.microsoft.com/event/9ca660c5…
We are excited to present a new event of our seminar series on ML Security! We will host @andyarditi (Northeastern University) on December 17th, 2025, at 5 pm CET. Free registration at the link below: events.teams.microsoft.com/event/9ca660c5…
Missed the event? Watch it again on our YouTube channel: youtube.com/watch?v=YX03rn… Stay tuned for the following events! Thank you, @chwress, for discussing your research at our seminar!
We are excited to present a new event of our seminar series on ML Security! We will host @chwress (KIT) on November 26th, 2025, at 5 pm CET. Free registration at the link below: events.teams.microsoft.com/event/7c6541d4…
We are excited to present a new event of our seminar series on ML Security! We will host @chwress (KIT) on November 26th, 2025, at 5 pm CET. Free registration at the link below: events.teams.microsoft.com/event/7c6541d4…
The @mlsec_lab online #seminar series continues! On November 26th, you can join @chwress for his insights on “Explanation-Aware Attacks and the Limits of using #XAI in #ComputerSecurity”. If we were you, we wouldn't miss it.😉 Registration: events.teams.microsoft.com/event/7c6541d4… #ExplainableAI
Language models encode refusal as a manifold expressed through multiple, closely related directions. In our latest #AAAI26 paper, with @RaffaeleMura3, we bridge LLM safety and interpretability by answering the question: 👉 Do LLMs encode refusal behavior as a manifold?
Missed the event? Watch it again on our YouTube channel: youtube.com/watch?v=bZKg1b… Stay tuned for the following events! Thank you again, @XinCynthiaChen, for talking about your research at our seminar!
We are excited to present a new event of our seminar series on ML Security! We will host @XinCynthiaChen (ETH Zurich) on October 22nd, 2025, at 5 pm CEST. Free registration at the link below: events.teams.microsoft.com/event/b3f47f81…
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