Farinaz Koushanfar
- Advances and Open Problems in Federated Learning
2019/12/10 by Peter Kairouz, Kairouz, Peter, H. Brendan McMahan +115 · 387 citations
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Ending Piracy of Integrated Circuits
2010/10/01 by Jarrod A. Roy, Farinaz Koushanfar, Igor L. Markov · 8 citations
Computer Science · Engineering · Neuroscience · #Physical Unclonable Functions (PUFs) and Hardware Security #Integrated Circuits and Semiconductor Failure Analysis #Neuroscience and Neural Engineering
- DeepSecure: Scalable Provably-Secure Deep Learning
2017/05/24 by Bita Darvish Rouhani, M. Sadegh Riazi, Rouhani, Bita Darvish +3 · 1 voice · 2 citations
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #cs.CR
- Chameleon: A Hybrid Secure Computation Framework for Machine Learning\n Applications
2018/01/09 by M. Sadegh Riazi, Riazi, M. Sadegh, Christian Weinert +9 · 7 citations
Computer Science · #Cryptography and Data Security #Quantum Computing Algorithms and Architecture #Coding theory and cryptography
- Peer-to-peer Federated Learning on Graphs
2019/01/31 by Anusha Lalitha, Lalitha, Anusha, Osman Cihan Kilinc +5 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- A Neural-based Program Decompiler
2019/06/28 by Cheng Fu, Fu, Cheng, Huili Chen +11 · 1 voice
#cs.PL #cs.LG
- Distributed Constrained Combinatorial Optimization leveraging Hypergraph Neural Networks
2023/11/15 by Nasimeh Heydaribeni, Xinrui Zhan, Heydaribeni, Nasimeh +7 · 6 citations
Computer Science · Engineering · #Computational Drug Discovery Methods #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Parallel #Process Optimization and Integration #and Cluster Computing (cs.DC)
- Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models
2024/02/28 by Mingjia Huo, Huo, Mingjia, Sai Ashish Somayajula +9 · 6 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG)
- BlackMarks: Blackbox Multibit Watermarking for Deep Neural Networks
2019/03/31 by Huili Chen, Chen, Huili, Bita Darvish Rouhani +3 · 2 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Multimedia (cs.MM)
- WaveGuard: Understanding and Mitigating Audio Adversarial Examples
2021/03/04 by Shehzeen Hussain, Paarth Neekhara, Hussain, Shehzeen +7 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- SelfVC: Voice Conversion With Iterative Refinement using Self Transformations
2023/10/14 by Paarth Neekhara, Neekhara, Paarth, Shehzeen Hussain +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- AdaTest:Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection
2022/04/12 by Huili Chen, Xinqiao Zhang, Chen, Huili +5 · 2 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Physical Unclonable Functions (PUFs) and Hardware Security
- Zero-Knowledge Proof Frameworks: A Systematic Survey
2025/02/10 by Nojan Sheybani, Anees Ahmed, Sheybani, Nojan +5 · 6 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Numerical Methods and Algorithms
- Trustworthy AI Inference Systems: An Industry Research View
2020/08/10 by Rosario Cammarota, Cammarota, Rosario, Matthias Schunter +41 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Robust and Secure Code Watermarking for Large Language Models via ML/Crypto Codesign
2025/02/04 by Ruisi Zhang, Neusha Javidnia, Zhang, Ruisi +5 · 4 citations
Computer Science · #Internet Traffic Analysis and Secure E-voting #Advanced Steganography and Watermarking Techniques #Spam and Phishing Detection
- HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks
2021/11/02 by Mojan Javaheripi, Farinaz Koushanfar, Javaheripi, Mojan +1 · 1 citation
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Radiation Effects in Electronics
- LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
2022/03/04 by Mojan Javaheripi, Gustavo Henrique de Rosa, Javaheripi, Mojan +15 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Speech Recognition and Synthesis #Topic Modeling
- Trojans in Artificial Intelligence (TrojAI) Final Report
2026/02/06 by Kristopher W. Reese, Taylor Kulp-McDowall, Michael Majurski +68 · 1 voice
Computer Science · #cs.CR #cs.AI #cs.LG
- Magmaw: Modality-Agnostic Adversarial Attacks on Machine Learning-Based Wireless Communication Systems
2023/11/01 by Jung-Woo Chang, Chang, Jung-Woo, Ke Sun +9 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Wireless Signal Modulation Classification
- zPROBE: Zero Peek Robustness Checks for Federated Learning
2022/06/24 by Zahra Ghodsi, Mojan Javaheripi, Ghodsi, Zahra +9 · 1 citation
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Automated Physical Design Watermarking Leveraging Graph Neural Networks
2024/07/30 by Ruisi Zhang, Zhang, Ruisi, Rachel Selina Rajarathnam +5 · 1 citation
Computer Science · #Advanced Steganography and Watermarking Techniques #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #Digital Rights Management and Security #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
- ICMarks: A Robust Watermarking Framework for Integrated Circuit Physical Design IP Protection
2024/04/29 by Ruisi Zhang, Rachel Selina Rajarathnam, Zhang, Ruisi +5 · 1 citation
Computer Science · Engineering · #Physical Unclonable Functions (PUFs) and Hardware Security #Advanced Steganography and Watermarking Techniques #Electrostatic Discharge in Electronics
- Watermarking Large Language Models and the Generated Content: Opportunities and Challenges
2024/10/24 by Ruisi Zhang, Farinaz Koushanfar, Zhang, Ruisi +1 · 1 citation
Computer Science · #Advanced Steganography and Watermarking Techniques #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting