Adaptively Private Next-Token Prediction of Large Language Models
Authors: James Flemings, Meisam Razaviyayn, Murali Annavaram | Published: 2024-10-02
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Social Media Authentication and Combating Deepfakes using Semi-fragile Invisible Image Watermarking
Authors: Aakash Varma Nadimpalli, Ajita Rattani | Published: 2024-10-02
On Using Certified Training towards Empirical Robustness
Authors: Alessandro De Palma, Serge Durand, Zakaria Chihani, François Terrier, Caterina Urban | Published: 2024-10-02 | Updated: 2025-03-24
Machine Learning-Assisted Intrusion Detection for Enhancing Internet of Things Security
Authors: Mona Esmaeili, Morteza Rahimi, Hadise Pishdast, Dorsa Farahmandazad, Matin Khajavi, Hadi Jabbari Saray | Published: 2024-10-01 | Updated: 2024-10-06
Empirical Perturbation Analysis of Linear System Solvers from a Data Poisoning Perspective
Authors: Yixin Liu, Arielle Carr, Lichao Sun | Published: 2024-10-01
Timber! Poisoning Decision Trees
Authors: Stefano Calzavara, Lorenzo Cazzaro, Massimo Vettori | Published: 2024-10-01
Enhancing Web Spam Detection through a Blockchain-Enabled Crowdsourcing Mechanism
Authors: Noah Kader, Inwon Kang, Oshani Seneviratne | Published: 2024-10-01
An interdisciplinary exploration of trade-offs between energy, privacy and accuracy aspects of data
Authors: Pepijn de Reus, Kyra Dresen, Ana Oprescu, Kristina Irion, Ans Kolk | Published: 2024-09-30 | Updated: 2024-10-12
Robust LLM safeguarding via refusal feature adversarial training
Authors: Lei Yu, Virginie Do, Karen Hambardzumyan, Nicola Cancedda | Published: 2024-09-30 | Updated: 2025-03-20
The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM Serving Systems
Authors: Linke Song, Zixuan Pang, Wenhao Wang, Zihao Wang, XiaoFeng Wang, Hongbo Chen, Wei Song, Yier Jin, Dan Meng, Rui Hou | Published: 2024-09-30 | Updated: 2025-08-13