Soheil Feizi
- Papers
- 21
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Authored papers
21Failing to Explore: Language Models on Interactive Tasks
arXiv 2026
Adversarial Paraphrasing: A Universal Attack for Humanizing AI-Generated Text
arXiv 2025
Schoenfeld's Anatomy of Mathematical Reasoning by Language Models
arXiv 2025
DyePack: Provably Flagging Test Set Contamination in LLMs Using Backdoors
arXiv 2025
Gaming Tool Preferences in Agentic LLMs
arXiv 2025
Almost AI, Almost Human: The Challenge of Detecting AI-Polished Writing
arXiv 2025
Fast Adversarial Attacks on Language Models In One GPU Minute
arXiv 2024
Loki: Low-rank Keys for Efficient Sparse Attention
arXiv 2024
RESTOR: Knowledge Recovery through Machine Unlearning
arXiv 2024
Understanding and Mitigating Compositional Issues in Text-to-Image Generative Models
arXiv 2024
What do we learn from inverting CLIP models?
arXiv 2024
Certifying LLM Safety against Adversarial Prompting
arXiv 2023
Can AI-Generated Text be Reliably Detected?
arXiv 2023
CUDA: Convolution-based Unlearnable Datasets
CVPR 2023 1
Exploring Geometry of Blind Spots in Vision Models
exploring-geometry-of-blind-spots-in-vision
Run-Off Election: Improved Provable Defense against Data Poisoning Attacks
arXiv 2023
Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks
arXiv 2023
Text-To-Concept (and Back) via Cross-Model Alignment
arXiv 2023
DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness
arXiv 2023
Towards Improved Input Masking for Convolutional Neural Networks
ICCV 2023 1
FOCUS: Familiar Objects in Common and Uncommon Settings
focus-familiar-objects-in-common-and-uncommon-1
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