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Lorenzo Cavallaro Profile
Lorenzo Cavallaro

@lcavallaro

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Pizza, Phrack, and Trustworthy ML for Systems Security at UCL Computer Science

London, England
Joined May 2009
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@lcavallaro
Lorenzo Cavallaro
5 years
Yay! The trailer for our upcoming paper on the reformulation of #adversarial #ML in the problem space @IEEESSP #SP20 is live! Kudos to my awesome co-authors @0xtrustypatches @fbpierazzi @Entrophy6 of yours truly @s2lab :-)
@s2lab
S2Lab
5 years
The trailer of “Intriguing Properties of Adversarial ML Attacks in the Problem Space”, our @IEEESSP #SP20 work, is live! Our reformulation of #adversarial #ML in the problem space shows evading detection is a realistic threat even in constrained domains
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@lcavallaro
Lorenzo Cavallaro
1 month
RT @worma_workshop: The 4th edition of WoRMA is officially scheduled for June 30th, co-located with @IEEEEUROSP in magnificent Venice in It…
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@lcavallaro
Lorenzo Cavallaro
1 month
@Giuliano_Mana Feynman simply found his Flow:
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@lcavallaro
Lorenzo Cavallaro
2 months
[PhD position] Want to work at the intersection of Program Analysis and Machine Learning for Trustworthy AI for Malware Detection? Competitive fully-funded PhD position at @uclcs to work with @fbpierazzi and myself! Explore the wonders of AI for systems security... done right!
@fbpierazzi
Fabio Pierazzi
2 months
[1/5] #Opportunity to Apply for a Fully-Funded PhD in Trustworthy ML for Malware Detection at @uclcs Deadline: Jan 28, 2025 Are you passionate about ML and Systems Security? Are you curious to understand root causes performance decay of ML-based malware detection over time?
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@lcavallaro
Lorenzo Cavallaro
2 months
Finally, I joined - about time, I know ;-)
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@lcavallaro
Lorenzo Cavallaro
3 months
RT @shad1126: Along with @BBCNews, last weekend we were @bt_uk Tower as the #scamsafe week started! It’s not everyday your organisation is…
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@lcavallaro
Lorenzo Cavallaro
3 months
RT @0xjet: Three-year prison sentence for abusing generative AI to _create_ a ransomware sample. The piece doesn't clarify if there was a p…
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@lcavallaro
Lorenzo Cavallaro
4 months
@eramm314 @acm_ccs Great point. My take: there is an ever increasing focus on numbers rather than "quality". Quality is harder to assess than number and that's where all this mess (and unethical behavior) starts off, perhaps.
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@lcavallaro
Lorenzo Cavallaro
6 months
RT @DistriNet: The SECAI Summer School program in Leuven features 4 key pillars: foundational knowledge, selected e…
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@lcavallaro
Lorenzo Cavallaro
7 months
@LifeAfterMyPhD Point taken but it’s not Nature’s fault. I believe the fault is of the scientific community, which seems values quantity over quality. We should break this circle and start talking about it is a good way forward IMHO
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@lcavallaro
Lorenzo Cavallaro
7 months
Learning “robust” code representations is hard as we often fail to capture useful and interesting code properties! We exploit code symmetries for learning program semantics @ #icml ‘24 (Spotlight paper): Visit us Wed Sep 24 11:30am Hall C poster #1000
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@lcavallaro
Lorenzo Cavallaro
7 months
RT @uclnews: A key mechanism which detects when the brain needs an additional energy boost to support its activity has been identified in a…
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@lcavallaro
Lorenzo Cavallaro
7 months
RT @corradoleita: Do you love network security and threat research? Do you have experience at using IDS engines and writing network signatu…
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@lcavallaro
Lorenzo Cavallaro
8 months
Looking for mentorship and midway through your PhD journey? Check out ACM CCS'24 Doctoral Symposium and submit your proposal :-)
@xinmingou
Xinming Ou
8 months
Please consider participating in the inaugural ACM CCS'24 Doctoral Symposium: Submission is due on July 19!
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@lcavallaro
Lorenzo Cavallaro
8 months
RT @maurapintor: We are extending the deadline for AISec! You now have until July 7th (AoE) to submit your work!
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@lcavallaro
Lorenzo Cavallaro
8 months
@tregua87 @CASA_EXC @ruhrunibochum Super congrats Flavio! :-)
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@lcavallaro
Lorenzo Cavallaro
9 months
Deadline TODAY, May 27: Quick reminder about this PostDoc position on learning code representations for systems security in my lab :-) Please share, RT, and do apply ;-)
@lcavallaro
Lorenzo Cavallaro
9 months
Excited about exploring representation learning on code towards realizing Trustworthy AI for systems security? This👇PostDoc opening is spot on, then! May 27 is the application deadline! Don't apply blindly: check if we (= are a great match for you too!
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@lcavallaro
Lorenzo Cavallaro
9 months
@mlsec @IEEESSP @bifoldberlin @TUBerlin Truly amazing and more than well deserved! Congrats folks :-)
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@lcavallaro
Lorenzo Cavallaro
9 months
Excited about exploring representation learning on code towards realizing Trustworthy AI for systems security? This👇PostDoc opening is spot on, then! May 27 is the application deadline! Don't apply blindly: check if we (= are a great match for you too!
@lcavallaro
Lorenzo Cavallaro
9 months
📢PostDoc on Trustworthy AI for Systems Security on Code Representation Learning @uclisec @uclcs @ucl collab w. Suman Jana @Columbia📢 Excited on (AI + program analysis) for security? Appetite? See S2Lab papers + (ICML 2024) RT🙏
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@lcavallaro
Lorenzo Cavallaro
9 months
The application deadline is May 27 so there's still some time. Feel free to drop me a line if you'd like to know more about S2Lab's research vision -- make sure cover letter and research statements are tailored at the opening as much as possible :-)
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