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.
Joined December 2021
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80 Photos and videos
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/e…
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Missed the event? Watch it again on our YouTube channel: youtube.com/watch?v=5T0jpKBQ…
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/e…
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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/e…
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Missed the event? Watch it again on our YouTube channel:
youtube.com/watch?v=T2rHNj01…
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/e…
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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/e…
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Missed the event? Watch it again on our YouTube channel:
youtube.com/watch?v=IgeJX7P2…
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/e…
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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/e…
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Missed the event? Watch it again on our YouTube channel:
youtube.com/watch?v=BNVPTKaf…
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/e…
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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/e…
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17 Dec 2025
Missed the event? Watch it again on our YouTube channel:
youtube.com/watch?v=fN5x8X48…
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/e…
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10 Dec 2025
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/e…
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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/e…
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27 Nov 2025
Missed the event? Watch it again on our YouTube channel:
youtube.com/watch?v=YX03rneh…
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/e…
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Machine Learning Security Laboratory retweeted
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/e…
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Machine Learning Security Laboratory retweeted
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/e…
#ExplainableAI
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Machine Learning Security Laboratory retweeted
14 Nov 2025
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?
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27 Oct 2025
Missed the event? Watch it again on our YouTube channel: youtube.com/watch?v=bZKg1b0o…
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/e…
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Machine Learning Security Laboratory retweeted
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/e…
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Machine Learning Security Laboratory retweeted
October 22nd: The @mlsec_lab seminar series continues!
@XinCynthiaChen from the @ETH_en will share her knowledge on “Learning Safety Constraints for Large Language Models”.
Register for the online seminar today: elsa-ai.eu/mlsec-seminar-ser…
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