Saeed Mahloujifar
- Learning to Reason in 13 Parameters
2026/02/04 by John X. Morris, Niloofar Mireshghallah, Mark Ibrahim +1 · 13 voices · 2 citations
#cs.LG
- How much do language models memorize?
2025/05/30 by John X. Morris, Chawin Sitawarin, Morris, John X. +13 · 9 voices · 22 citations
Computer Science · #Natural Language Processing Techniques #cs.CL
- Publicly-Detectable Watermarking for Language Models
2023/10/27 by Jaiden Fairoze, Sanjam Garg, Fairoze, Jaiden +9 · 11 citations
Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Private Fine-tuning of Large Language Models with Zeroth-order Optimization
2024/01/09 by Xinyu Tang, Ashwinee Panda, Tang, Xinyu +7 · 8 citations
Computer Science · #Privacy-Preserving Technologies in Data #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques
- Bounding Training Data Reconstruction in DP-SGD
2023/02/14 by Jamie Hayes, Saeed Mahloujifar, Hayes, Jamie +3 · 6 citations
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Cryptography and Data Security
- PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier
2021/08/20 by Chong Xiang, Saeed Mahloujifar, Xiang, Chong +3 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking
2022/02/03 by Chong Xiang, Alexander Valtchanov, Xiang, Chong +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution
2018/10/29 by Dimitrios I. Diochnos, Saeed Mahloujifar, Diochnos, Dimitrios I. +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computational Complexity (cs.CC) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Physical Unclonable Functions (PUFs) and Hardware Security
- Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness
2019/05/29 by Saeed Mahloujifar, Xiao Zhang, Mahloujifar, Saeed +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Chemistry · Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mass Spectrometry Techniques and Applications #Spectroscopy Techniques in Biomedical and Chemical Research
- Property Inference From Poisoning
2021/01/26 by Melissa Chase, Chase, Melissa, Esha Ghosh +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation
2022/07/22 by Tong Wu, Wu, Tong, Tianhao Wang +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Uncovering Adversarial Risks of Test-Time Adaptation
2023/01/29 by Tong Wu, Wu, Tong, Feiran Jia +11 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #Anomaly Detection Techniques and Applications #Metabolomics and Mass Spectrometry Studies #Data-Driven Disease Surveillance
- Can Adversarially Robust Learning Leverage Computational Hardness?
2018/10/02 by Saeed Mahloujifar, Mohammad Mahmoody, Mahloujifar, Saeed +1 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computational Complexity (cs.CC) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning under p-Tampering Attacks
2017/11/10 by Saeed Mahloujifar, Dimitrios I. Diochnos, Mahloujifar, Saeed +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction
2024/12/11 by Sai Qian Zhang, Ziyun Li, Zhang, Sai Qian +13 · 1 citation
Computer Science · #Image Retrieval and Classification Techniques #Image Processing and 3D Reconstruction #AI in cancer detection
- Computational Concentration of Measure: Optimal Bounds, Reductions, and\n More
2019/07/11 by Omid Etesami, Saeed Mahloujifar, Etesami, Omid +3 · 1 citation
Computer Science · #Complexity and Algorithms in Graphs #Computational Complexity (cs.CC) #Computational Geometry (cs.CG) #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data