PPaperPicks

Asaf Shabtai

18 papers at tracked venues · 8 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. ImpReSS: Designing and Evaluating a Lightweight Implicit Recommender System in Conversational Support Agents
  2. CodeCloak: A Method for Mitigating Code Leakage by LLM Code Assistants
  3. DIESEL: A Lightweight Inference-Time Safety Enhancement for Language Models
  4. DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregation
  5. DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection
  6. Gradient Inversion of Multimodal Models
  7. KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models
  8. LLMCloudHunter: Harnessing LLMs for Automated Extraction of Detection Rules from Cloud-Based CTI
  9. Multi-Feature Membership Analysis for Tabular Regression Models: Towards Data Sovereignty
  10. QuantAttack: Exploiting Quantization Techniques to Attack Vision Transformers
  11. Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack
  12. Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models
  13. ATLANTIS: A Framework for Automated Targeted Language-guided Augmentation Training for Robust Image Search
  14. AdversariaLeak: External Information Leakage Attack Using Adversarial Samples on Face Recognition Systems
  15. DataDetective: Dataset Watermarking for Leaker Identification in ML Training
  16. DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms
  17. MONTRAGE: Monitoring Training for Attribution of Generative Diffusion Models
  18. YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection