Ross Anderson
- Dynamic / ME-JEPA v2.0.0-rc1: Audited World-Model Runtime and Verified Training-Corpus Artifact
Recursive training on model-generated data causes generative models to lose information about rare events and eventually collapse into inaccurate outputs.
2023/05/27 by Ilia Shumailov, Zakhar Shumaylov, Shumailov, Ilia +9 · 59 voices · 69 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Computational Physics and Python Applications
- Bugs in our pockets: the risks of client-side scanning
2021/10/14 by Hal Abelson, Harold Abelson, Ross Anderson +13 · 9 voices · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Advanced Malware Detection Techniques
- AI models collapse when trained on recursively generated data
2024/07/24 by Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao +3 · 6 voices · 175 citations
Computer Science · #Topic Modeling #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Hearing your touch: A new acoustic side channel on smartphones
2019/03/26 by Ilia Shumailov, Laurent Simon, Shumailov, Ilia +5 · 3 voices · 1 citation
#cs.CR #cs.AI
- Bad Characters: Imperceptible NLP Attacks
2021/06/18 by Nicholas Boucher, Ilia Shumailov, Boucher, Nicholas +5 · 1 voice · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning
- Strong mixed-integer programming formulations for trained neural networks
2020/02/13 by Ross Anderson, Joey Huchette, Will Ma +2 · 18 citations
Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms #Advanced Neural Network Applications
- Maxwell's fluid model of magnetism
2015/02/20 by Robert Brady, Brady, Robert, Ross Anderson +1 · 2 voices
#quant-ph
- Strong mixed-integer programming formulations for trained neural networks
2018/11/20 by Ross Anderson, Anderson, Ross, Joey Huchette +5 · 13 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Control (math.OC)
- Getting Bored of Cyberwar: Exploring the Role of Low-level Cybercrime Actors in the Russia-Ukraine Conflict
2022/08/22 by Anh V. Vu, Daniel R. Thomas, Ben Collier +3 · 4 voices
#cs.CR #cs.CY
- Trojan Source: Invisible Vulnerabilities
2021/10/30 by Nicholas Boucher, Ross Anderson, Boucher, Nicholas +1 · 3 voices · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Security and Verification in Computing #Web Application Security Vulnerabilities #cs.CR #cs.PL
- CAQL: Continuous Action Q-Learning
2019/09/26 by Moonkyung Ryu, Ryu, Moonkyung, Yinlam Chow +7 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
- One Protocol to Rule Them All? On Securing Interoperable Messaging
2023/03/24 by Jenny Blessing, Ross Anderson, Blessing, Jenny +1 · 1 voice · 1 citation
Computer Science · Social Sciences · #Advanced Authentication Protocols Security #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy, Security, and Data Protection #User Authentication and Security Systems #cs.CR #cs.CY
- The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification
2020/06/24 by Christian Tjandraatmadja, Tjandraatmadja, Christian, Ross Anderson +9 · 3 citations
Computer Science · Engineering · #68T07 #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Sitatapatra: Blocking the Transfer of Adversarial Samples
2019/01/23 by Ilia Shumailov, Xitong Gao, Shumailov, Ilia +9 · 1 citation
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Physical Unclonable Functions (PUFs) and Hardware Security
- Tendrils of Crime: Visualizing the Diffusion of Stolen Bitcoins
2019/01/07 by Mansoor Ahmed-Rengers, Ahmed-Rengers, Mansoor, Ilia Shumailov +3 · 1 voice
Computer Science · #Anomaly Detection Techniques and Applications #Blockchain Technology Applications and Security #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.CR #cs.CY #cs.HC
- When Vision Fails: Text Attacks Against ViT and OCR
2023/06/12 by Nicholas Boucher, Boucher, Nicholas, Jenny Blessing +7 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG)