For this #ThrowbackThursday, we will look at #ACSAC2024's Generative AI (for) Security session. The links in this thread will lead you to the paper pdfs and the slide decks, so be sure to check them out! 1/6
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Annual Computer Security Applications Conference
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One of the longest-running computer security conferences.
This year‘s edition:
Annual Computer Security Applications Conference (ACSAC) ACSAC 2025 | December 8–12, 2025 | Waikiki, Hawaii, USA
Finally, we had Rahman et al.'s "Towards a Taxonomy of Challenges in Security Control Implementation", who propose a taxonomy of 73 challenges to enhance cyber defense. (https://www.acsac.org/2024/program/final/s366.html) 6/6
#Cybersecurity #Securityanalysis #Securitychallenges
#Cybersecurity #Securityanalysis #Securitychallenges
Fourth was Zhang et al.'s "Stealing Watermarks of Large Language Models via Mixed Integer Programming," showcasing an attack that can compromise state-of-the-art watermark schemes. (https://www.acsac.org/2024/program/final/s355.html) 5/6
#AI #Watermarking #Cybersecurity
#AI #Watermarking #Cybersecurity
Third came Song et al.'s "Not All Tokens Are Equal: Membership Inference Attacks Against Fine-tuned Language Models" which introduces a practical attack method WEL-MIA for privacy threats in language models. (https://www.acsac.org/2024/program/final/s467.html) 4/6
#MembershipInference #ML #Cybersecurity
#MembershipInference #ML #Cybersecurity
The second paper in this session was Bhusal et al.'s "SECURE: Benchmarking Large Language Models for Cybersecurity," introducing a benchmark to assess LLMs in realistic cybersecurity scenarios. (https://www.acsac.org/2024/program/final/s431.html) 3/6
#LLM #Cybersecurity #Benchmarking
#LLM #Cybersecurity #Benchmarking
The session started with Zhou et al.'s "Enhancing Database Encryption," highlighting new adaptive measures against LLM-based reverse engineering. (https://www.acsac.org/2024/program/final/s313.html) 2/6
#GenerativeAI #LLM #Cybersecurity #DatabaseSecurity
#GenerativeAI #LLM #Cybersecurity #DatabaseSecurity
Today is the day! Your paper for #ACSAC2025 has to be submitted today (AoE): https://papers.submit.acsac.org/
Be sure to double check all the guidelines in the call for papers: https://www.acsac.org/2025/submissions/papers/
The clock is ticking, just 9 more days until the paper submission deadline for #ACSAC2025 on 30th May! Better register your paper today: https://papers.submit.acsac.org/
All details of the call for papers can be found on the website: https://www.acsac.org/2025/submissions/papers/
Congratulations to Shriti Priya and Julian James Stephen for winning the Best Case Studies Presentation Award with their talk "A Policy Framework for Securing Cloud APIs by Combining Application Context with Generative AI" 👏👏👏
The closing ceremony with the great prize giveaway is about to start in 5 minutes in Alohilani II
