“Security is not my field, I’m a stats guy”: A Qualitative Root Cause Analysis of Barriers to Adversarial Machine Learning Defenses in Industry Authors: Jaron Mink, University of Illinois at Urbana-Champaign; Harjot Kaur, Leibniz University Han... 2023-4-5 05:28:57 | 阅读: 4 | 收藏 | USENIX - www.usenix.org defenses aml machine yasemin

A Data-free Backdoor Injection Approach in Neural Networks Authors: Peizhuo Lv, Chang Yue, Ruigang Liang, and Yunfei Yang... 2023-4-5 05:28:57 | 阅读: 6 | 收藏 | USENIX - www.usenix.org academy sciences injection sklois security

A Large Scale Study of the Ethereum Arbitrage Ecosystem Authors: Robert McLaughlin, Christopher Kruegel, and Giovanni Vigna, University of California, Santa... 2023-4-5 05:28:57 | 阅读: 3 | 收藏 | USENIX - www.usenix.org arbitrage exchanges novel stability

A Plot is Worth a Thousand Words: Model Information Stealing Attacks via Scientific Plots Authors: Boyang Zhang and Xinlei He, CISPA Helmholtz Center for Information Security; Yun Shen, NetA... 2023-4-5 05:28:57 | 阅读: 4 | 收藏 | USENIX - www.usenix.org scientific plots helmholtz plot

Abuse Vectors: A Framework for Conceptualizing IoT-Enabled Interpersonal Abuse Authors: Sophie Stephenson and Majed Almansoori, University of Wisconsin--Madison; Pardis Emami-Naei... 2023-4-5 05:28:57 | 阅读: 3 | 收藏 | USENIX - www.usenix.org ipa abusers spying wisconsin survivors

Targeted Deanonymization via the Cache Side Channel: Attacks and Defenses Authors: Mojtaba Zaheri, Yossi Oren, and Reza Curtmola, New Jersey Institute of TechnologyAbstract:... 2022-6-10 03:1:4 | 阅读: 8 | 收藏 | USENIX - www.usenix.org assumptions hardware bears limiting

"They Look at Vulnerability and Use That to Abuse You'': Participatory Threat Modelling with Migrant Domestic Workers Authors: Julia Słupska and Selina Cho, University of Oxford; Marissa Begonia, Voice of Domestic Work... 2022-6-10 03:1:4 | 阅读: 7 | 收藏 | USENIX - www.usenix.org mdws security threats oxford

Blacklight: Scalable Defense for Neural Networks against Query-Based Black-Box Attacks Authors: Huiying Li, Shawn Shan, and Emily Wenger, University of Chicago; Jiayun Zhang, Fudan Univer... 2022-6-10 03:1:4 | 阅读: 4 | 收藏 | USENIX - www.usenix.org blacklight adversarial efficiency compute network

Themis: Accelerating the Detection of Route Origin Hijacking by Distinguishing Legitimate and Illegitimate MOAS Authors: Lancheng Qin, Tsinghua University; Dan Li, Tsinghua University and Zhongguancun Laboratory;... 2022-6-10 03:1:4 | 阅读: 7 | 收藏 | USENIX - www.usenix.org moas conflicts hijacking tsinghua themis

AutoDA: Automated Decision-based Iterative Adversarial Attacks Authors: Qi-An Fu, Dept. of Comp. Sci. and Tech., Institute fo... 2022-6-10 03:1:4 | 阅读: 5 | 收藏 | USENIX - www.usenix.org tsinghua joint bnrist comp sci

SAPIC+: protocol verifiers of the world, unite! Authors: Vincent Cheval, Inria Paris; Charlie Jacomme, CISPA Helmholtz Center for Information Securi... 2022-6-10 03:1:4 | 阅读: 3 | 收藏 | USENIX - www.usenix.org sapic tamarin security translation

Where to Recruit for Security Development Studies: Comparing Six Software Developer Samples Authors: Harjot Kaur, Leibniz University Hannover; Sabrina Amft, CISPA Helmholtz Center for Informat... 2022-6-10 03:1:4 | 阅读: 2 | 收藏 | USENIX - www.usenix.org security development studies software

Ground Truth for Binary Disassembly is Not Easy Authors: Chengbin Pang and Tiantai Zhang, Nanjing University; Ruotong Yu, University of Utah; Bing M... 2022-6-10 03:1:4 | 阅读: 6 | 收藏 | USENIX - www.usenix.org truth ground disassembly approaches empirical

Security at the End of the Tunnel: The Anatomy of VPN Mental Models Among Experts and Non-Experts in a Corporate Context Authors: Veroniek Binkhorst, Technical University of Delft; Tobias Fiebig, Max-Planck-Institut für I... 2022-6-10 02:57:10 | 阅读: 2 | 收藏 | USENIX - www.usenix.org vpns security delft mental differ

GAROTA: Generalized Active Root-Of-Trust Architecture (for Tiny Embedded Devices) Authors: Esmerald Aliaj, University of California, Irvine; Ivan De Oliveira Nunes, Rochester Institu... 2022-6-10 02:57:10 | 阅读: 3 | 收藏 | USENIX - www.usenix.org garota rot mcu rots software

A Large-scale and Longitudinal Measurement Study of DKIM Deployment Authors: Chuhan Wang, Kaiwen Shen, and Minglei Guo, Tsinghua University; Yuxuan Zhao, North China In... 2022-6-10 02:57:10 | 阅读: 2 | 收藏 | USENIX - www.usenix.org dkim measurement tsinghua security datasets

Neither Access nor Control: A Longitudinal Investigation of the Efficacy of User Access-Control Solutions on Smartphones Authors: Masoud Mehrabi Koushki, Yue Huang, Julia Rubin, and Konstantin Beznosov, University of Brit... 2022-6-10 02:57:10 | 阅读: 2 | 收藏 | USENIX - www.usenix.org efficacy fpr fnr begins

Cheetah: Lean and Fast Secure Two-Party Deep Neural Network Inference Authors: Zhicong Huang, Wen-jie Lu, Cheng Hong, and Jiansheng Ding, Alibaba GroupAbstract: Secure tw... 2022-6-10 02:57:10 | 阅读: 8 | 收藏 | USENIX - www.usenix.org cheetah 2pc inference nn resnet50

Inferring Phishing Intention via Webpage Appearance and Dynamics: A Deep Vision Based Approach Authors: Ruofan Liu, Yun Lin, Xianglin Yang, and Siang Hwee Ng, National University of Singapore; Di... 2022-6-10 02:57:10 | 阅读: 3 | 收藏 | USENIX - www.usenix.org phishing webpages webpage intention

Electronic Monitoring Smartphone Apps: An Analysis of Risks from Technical, Human-Centered, and Legal Perspectives Authors: Kentrell Owens, University of Washington; Anita Alem, Harvard Law School; Franziska Roesner... 2022-6-10 02:57:10 | 阅读: 3 | 收藏 | USENIX - www.usenix.org monitoring electronic reviews smartphones analysis