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16th AsiaCCS 2021: Virtual Event, Hong Kong

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  • Keynote I
  • Session 1B: Cyber-physical Systems
  • Session 2B: Hardware Security (I)
  • Session 3B: ML and Security (II)
  • Session 4A: ML and Security (III)
  • Sessionn 5A: Network and Web Security (II)
  • Session 6A: Software Security and Vulnerability Analysis (I)
  • Keynote III
  • Session 7B: Software Security and Vulnerability Analysis (II)
  • Session 8B: Blockchain and Distributed Systems
  • Session 9B: Malware and Cybercrime (II)

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    Jiannong Cao, Man Ho Au, Zhiqiang Lin, Moti Yung:
    ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, Virtual Event, Hong Kong, June 7-11, 2021. ACM 2021, ISBN 978-1-4503-8287-8

Keynote I

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    Somesh Jha:
    Trustworthy Machine Learning: Past, Present, and Future. 1

Session 1A: ML and Security (I)

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    Jinyuan Jia, Binghui Wang, Neil Zhenqiang Gong:
    Robust and Verifiable Information Embedding Attacks to Deep Neural Networks via Error-Correcting Codes. 2-13
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    Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong:
    IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary. 14-25
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    Shameek Bhattacharjee, Venkata Praveen Kumar Madhavarapu, Sajal K. Das:
    A Diversity Index based Scoring Framework for Identifying Smart Meters Launching Stealthy Data Falsification Attacks. 26-39
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    Fei Zuo, Qiang Zeng:
    Exploiting the Sensitivity of L2 Adversarial Examples to Erase-and-Restore. 40-51

Session 1B: Cyber-physical Systems

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    Jiangnan Li, Yingyuan Yang, Jinyuan Stella Sun, Kevin Tomsovic, Hairong Qi:
    ConAML: Constrained Adversarial Machine Learning for Cyber-Physical Systems. 52-66
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    S. Abhishek Anand, Jian Liu, Chen Wang, Maliheh Shirvanian, Nitesh Saxena, Yingying Chen:
    EchoVib: Exploring Voice Authentication via Unique Non-Linear Vibrations of Short Replayed Speech. 67-81
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    Yi Wu, Xiangyu Xu, Payton R. Walker, Jian Liu, Nitesh Saxena, Yingying Chen, Jiadi Yu:
    HVAC: Evading Classifier-based Defenses in Hidden Voice Attacks. 82-94
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    Chad Spensky, Aravind Machiry, Nilo Redini, Colin Unger, Graham Foster, Evan Blasband, Hamed Okhravi, Christopher Kruegel, Giovanni Vigna:
    Conware: Automated Modeling of Hardware Peripherals. 95-109

Session 2A: Network and Web Security (I)

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    Gordon Meiser, Pierre Laperdrix, Ben Stock:
    Careful Who You Trust: Studying the Pitfalls of Cross-Origin Communication. 110-122
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    Assel Aliyeva, Manuel Egele:
    Oversharing Is Not Caring: How CNAME Cloaking Can Expose Your Session Cookies. 123-134
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    Jongkil Kim, Seyit Camtepe, Joonsang Baek, Willy Susilo, Josef Pieprzyk, Surya Nepal:
    P2DPI: Practical and Privacy-Preserving Deep Packet Inspection. 135-146
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    Piyush Kumar Sharma, Devashish Gosain, Sambuddho Chakravarty:
    Camoufler: Accessing The Censored Web By Utilizing Instant Messaging Channels. 147-161

Session 2B: Hardware Security (I)

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    Zhenkai Zhang, Sisheng Liang, Fan Yao, Xing Gao:
    Red Alert for Power Leakage: Exploiting Intel RAPL-Induced Side Channels. 162-175
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    Shuji Ohira, Araya Kibrom Desta, Ismail Arai, Kazutoshi Fujikawa:
    PLI-TDC: Super Fine Delay-Time Based Physical-Layer Identification with Time-to-Digital Converter for In-Vehicle Networks. 176-186
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    Pascal Nasahl, Robert Schilling, Mario Werner, Stefan Mangard:
    HECTOR-V: A Heterogeneous CPU Architecture for a Secure RISC-V Execution Environment. 187-199
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    Pascal Nasahl, Robert Schilling, Mario Werner, Jan Hoogerbrugge, Marcel Medwed, Stefan Mangard:
    CrypTag: Thwarting Physical and Logical Memory Vulnerabilities using Cryptographically Colored Memory. 200-212

Session 3A: Applied Cryptography (I)

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    Hankyung Ko, Ingeun Lee, Seunghwa Lee, Jihye Kim, Hyunok Oh:
    Efficient Verifiable Image Redacting based on zk-SNARKs. 213-226
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    Christian Plappert, Lukas Jäger, Andreas Fuchs:
    Secure Role and Rights Management for Automotive Access and Feature Activation. 227-241
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    Jie Li, Yamin Liu, Shuang Wu:
    Pipa: Privacy-preserving Password Checkup via Homomorphic Encryption. 242-251
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    Yun Wang, Dimitrios Papadopoulos:
    Multi-User Collusion-Resistant Searchable Encryption with Optimal Search Time. 252-264

Session 3B: ML and Security (II)

Keynote II

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    Elaine Shi:
    Streamlet: An Absurdly Simple, Textbook Blockchain Protocol. 320

Session 4A: ML and Security (III)

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    Xinyun Chen, Wenxiao Wang, Chris Bender, Yiming Ding, Ruoxi Jia, Bo Li, Dawn Song:
    REFIT: A Unified Watermark Removal Framework For Deep Learning Systems With Limited Data. 321-335
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    Lun-Pin Yuan, Peng Liu, Sencun Zhu:
    Recompose Event Sequences vs. Predict Next Events: A Novel Anomaly Detection Approach for Discrete Event Logs. 336-348
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    Kaichen Yang, Tzungyu Tsai, Honggang Yu, Max Panoff, Tsung-Yi Ho, Yier Jin:
    Robust Roadside Physical Adversarial Attack Against Deep Learning in Lidar Perception Modules. 349-362
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    Han Qiu, Yi Zeng, Shangwei Guo, Tianwei Zhang, Meikang Qiu, Bhavani Thuraisingham:
    DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation. 363-377

Session 4B: Measurement/Empirical Security

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    Mustafa Abdallah, Daniel Woods, Parinaz Naghizadeh, Issa Khalil, Timothy N. Cason, Shreyas Sundaram, Saurabh Bagchi:
    Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems. 378-392
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    Wenhui Zhang, Peng Liu, Trent Jaeger:
    Analyzing the Overhead of File Protection by Linux Security Modules. 393-406
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    Doowon Kim, Haehyun Cho, Yonghwi Kwon, Adam Doupé, Sooel Son, Gail-Joon Ahn, Tudor Dumitras:
    Security Analysis on Practices of Certificate Authorities in the HTTPS Phishing Ecosystem. 407-420
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    Wei Xie, Chao Zhang, Pengfei Wang, Zhenhua Wang, Qiang Yang:
    ARGUS: Assessing Unpatched Vulnerable Devices on the Internet via Efficient Firmware Recognition. 421-431

Sessionn 5A: Network and Web Security (II)

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    Wesley Joon-Wie Tann, Jackie Tan Jin Wei, Joanna Purba, Ee-Chien Chang:
    Filtering DDoS Attacks from Unlabeled Network Traffic Data Using Online Deep Learning. 432-446
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    Mohammed Jubur, Prakash Shrestha, Nitesh Saxena, Jay Prakash:
    Bypassing Push-based Second Factor and Passwordless Authentication with Human-Indistinguishable Notifications. 447-461
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    Timothy Barron, Johnny So, Nick Nikiforakis:
    Click This, Not That: Extending Web Authentication with Deception. 462-474
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    Joonhee Lee, Hyunwoo Lee, Jongheon Jeong, Doowon Kim, Ted Taekyoung Kwon:
    Analyzing Spatial Differences in the TLS Security of Delegated Web Services. 475-487

Session 5B: Applied Cryptography (II)

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    Ruiyu Zhu, Yan Huang:
    Hash-Enabled Garbling and the Insecurity of Free-Hashing Garbled Circuits. 488-500
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    Ankush Singla, Rouzbeh Behnia, Syed Rafiul Hussain, Attila A. Yavuz, Elisa Bertino:
    Look Before You Leap: Secure Connection Bootstrapping for 5G Networks to Defend Against Fake Base-Stations. 501-515
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    Esha Ghosh, Seny Kamara, Roberto Tamassia:
    Efficient Graph Encryption Scheme for Shortest Path Queries. 516-525

Session 6A: Software Security and Vulnerability Analysis (I)

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    Sebastian Plotz, Frederik Armknecht, Christian Bunse:
    How to Take Over Drones. 526-536
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    Shiqi Shen, Aashish Kolluri, Zhen Dong, Prateek Saxena, Abhik Roychoudhury:
    Localizing Vulnerabilities Statistically From One Exploit. 537-549
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    Markus Bauer, Christian Rossow:
    Cali: Compiler-Assisted Library Isolation. 550-564
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    Zhuotao Liu, Hao Zhao, Sainan Li, Qi Li, Tao Wei, Yu Wang:
    Privilege-Escalation Vulnerability Discovery for Large-scale RPC Services: Principle, Design, and Deployment. 565-577

Session 6B: Privacy (I)

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    Trung Tin Nguyen, Duc Cuong Nguyen, Michael Schilling, Gang Wang, Michael Backes:
    Measuring User Perception for Detecting Unexpected Access to Sensitive Resource in Mobile Apps. 578-592
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    Maryam Sepehri, Florian Kerschbaum:
    Low-Cost Hiding of the Query Pattern. 593-603
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    Linpeng Lu, Ning Ding:
    Horizontal Privacy-Preserving Linear Regression Which is Highly Efficient for Dataset of Low Dimension. 604-615
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    Keitaro Hiwatashi, Ken Ogura, Satsuya Ohata, Koji Nuida:
    Accelerating Secure (2+1)-Party Computation by Insecure but Efficient Building Blocks. 616-627

Keynote III

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    Kui Ren:
    Encrypted Databases: Progresses and Challenges. 628

Session 7A: Privacy (II)

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    Erkam Uzun, Carter Yagemann, Simon P. Chung, Vladimir Kolesnikov, Wenke Lee:
    Cryptographic Key Derivation from Biometric Inferences for Remote Authentication. 629-643
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    Ahsan Zafar, Aafaq Sabir, Dilawer Ahmed, Anupam Das:
    Understanding the Privacy Implications of Adblock Plus's Acceptable Ads. 644-657
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    Beyza Bozdemir, Sébastien Canard, Orhan Ermis, Helen Möllering, Melek Önen, Thomas Schneider:
    Privacy-preserving Density-based Clustering. 658-671
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    Antoine Boutet, Carole Frindel, Sébastien Gambs, Théo Jourdan, Rosin Claude Ngueveu:
    DySan: Dynamically Sanitizing Motion Sensor Data Against Sensitive Inferences through Adversarial Networks. 672-686

Session 7B: Software Security and Vulnerability Analysis (II)

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    Andrew Fasano, Tiemoko Ballo, Marius Muench, Tim Leek, Alexander Bulekov, Brendan Dolan-Gavitt, Manuel Egele, Aurélien Francillon, Long Lu, Nick Gregory, Davide Balzarotti, William Robertson:
    SoK: Enabling Security Analyses of Embedded Systems via Rehosting. 687-701
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    Yuede Ji, Lei Cui, H. Howie Huang:
    BugGraph: Differentiating Source-Binary Code Similarity with Graph Triplet-Loss Network. 702-715
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    Joshua Bundt, Andrew Fasano, Brendan Dolan-Gavitt, William Robertson, Tim Leek:
    Evaluating Synthetic Bugs. 716-730
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    Dongyu Meng, Michele Guerriero, Aravind Machiry, Hojjat Aghakhani, Priyanka Bose, Andrea Continella, Christopher Kruegel, Giovanni Vigna:
    Bran: Reduce Vulnerability Search Space in Large Open Source Repositories by Learning Bug Symptoms. 731-743

Session 8A: Malware and Cybercrime (I)

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    Keane Lucas, Mahmood Sharif, Lujo Bauer, Michael K. Reiter, Saurabh Shintre:
    Malware Makeover: Breaking ML-based Static Analysis by Modifying Executable Bytes. 744-758
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    Kyuhong Park, Burak Sahin, Yongheng Chen, Jisheng Zhao, Evan Downing, Hong Hu, Wenke Lee:
    Identifying Behavior Dispatchers for Malware Analysis. 759-773
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    Michal Piskozub, Fabio De Gaspari, Freddie Barr-Smith, Luigi V. Mancini, Ivan Martinovic:
    MalPhase: Fine-Grained Malware Detection Using Network Flow Data. 774-786

Session 8B: Blockchain and Distributed Systems

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    Nikolay Ivanov, Jianzhi Lou, Ting Chen, Jin Li, Qiben Yan:
    Targeting the Weakest Link: Social Engineering Attacks in Ethereum Smart Contracts. 787-801
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    Shivendra Kushwah, Ankush Desai, Pramod Subramanyan, Sanjit A. Seshia:
    PSec: Programming Secure Distributed Systems using Enclaves. 802-816
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    Runchao Han, Zhimei Sui, Jiangshan Yu, Joseph K. Liu, Shiping Chen:
    Fact and Fiction: Challenging the Honest Majority Assumption of Permissionless Blockchains. 817-831
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    Yan Qiao, Kui Wu, Majid Khabbazian:
    Non-Intrusive and High-Efficient Balance Tomography in the Lightning Network. 832-843
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    Yanxue Jia, Shifeng Sun, Yi Zhang, Zhiqiang Liu, Dawu Gu:
    Redactable Blockchain Supporting Supervision and Self-Management. 844-858
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    Yannan Li, Willy Susilo, Guomin Yang, Yong Yu, Tran Viet Xuan Phuong, Dongxi Liu:
    Non-Equivocation in Blockchain: Double-Authentication-Preventing Signatures Gone Contractual. 859-871

Session 9A: Hardware Security (II)

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    Ajay Nayak, Pratheek B, Vinod Ganapathy, Arkaprava Basu:
    (Mis)managed: A Novel TLB-based Covert Channel on GPUs. 872-885
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    Chuadhry Mujeeb Ahmed, Martín Ochoa, Jianying Zhou, Aditya Mathur:
    Scanning the Cycle: Timing-based Authentication on PLCs. 886-900
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    Yazhou Tu, Vijay Srinivas Tida, Zhongqi Pan, Xiali Hei:
    Transduction Shield: A Low-Complexity Method to Detect and Correct the Effects of EMI Injection Attacks on Sensors. 901-915

Session 9B: Malware and Cybercrime (II)

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    Tsuyoshi Taniguchi, Harm Griffioen, Christian Doerr:
    Analysis and Takeover of the Bitcoin-Coordinated Pony Malware. 916-930
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    Zeyu Zhang, Xiaoli Zhang, Qi Li, Kun Sun, Yinqian Zhang, Songsong Liu, Yukun Liu, Xiaoning Li:
    See through Walls: Detecting Malware in SGX Enclaves with SGX-Bouncer. 931-943
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    Ximing Liu, Yingjiu Li, Robert H. Deng:
    UltraPIN: Inferring PIN Entries via Ultrasound. 944-957

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