Tuesday

Programme details

Track A

09:00–11:05: Software security II, chaired by Fengwei Zhang

• Similarity of Binaries across Optimization Levels and Obfuscations
  • Jianguo Jiang, Gengwang Li, Min Yu, Gang Li, Chao Liu, Zhiqiang Lv, Bin Lv and Weiqing Huang
  • Abstract presentation
  • Full presentation
• HART: Hardware-assisted Kernel Module Tracing on Arm
  • Yunlan Du, Zhenyu Ning, Jun Xu, Zhilong Wang, Yueh-Hsun Lin, Fengwei Zhang, Xinyu Xing and Bing Mao
  • Abstract presentation
  • Full presentation
• Zipper Stack: Shadow Stacks Without Shadow
  • Jinfeng Li, Liwei Chen, Qizhen Xu, Gang Shi, Kai Chen and Dan Meng
  • Abstract presentation
  • Full presentation
• Restructured Cloning Vulnerability Detection Based on Function Semantic Reserving and Reiteration Screening
  • Weipeng Jiang, Bin Wu, Xingxin Yu, Rui Xue and Zhengmin Yu
  • Abstract presentation
  • Full presentation
• LegIoT: Ledgered Trust Management Platform for IoT
  • Jens Neureither, Alexandra Dmitrienko, David Koisser, Ferdinand Brasser and Ahmad-Reza Sadeghi
  • Abstract presentation
  • Full presentation

11:25–13:05: Machine learning security I, chaired by Leandros Maglaras

• PrivColl: Practical Privacy-Preserving Collaborative Machine Learning
  • Yanjun Zhang, Guangdong Bai, Xue Li, Caitlin Curtis, Chen Chen and Ryan Ko
  • Abstract presentation
  • Full presentation
• An Efficient 3-Party Framework for Privacy-Preserving Neural Network Inference
  • Liyan Shen, Chen Xiaojun, Jinqiao Shi, Ye Dong and Binxing Fang
  • Abstract presentation
  • Full presentation
• Deep Learning Side-Channel Analysis on Large-Scale Traces–A Case Study on a Polymorphic AES
  • Loïc Masure, Nicolas Belleville, Eleonora Cagli, Marie-Angela Cornelie, Damien Couroussé, Cécile Dumas and Laurent Maingault
  • Abstract presentation
  • Full presentation
• Towards Poisoning the Neural Collaborative Filtering-Based Recommender Systems
  • Yihe Zhang, Jiadong Lou, Li Chen, Xu Yuan, Jin Li, Tom Johnsten and Nianfeng Tzeng
  • Abstract presentation
  • "Full presentation"

13:20–13:40: IBM lunch break talk

• Title: Diffprivlib – A general-purpose library for experimenting, investigating and developing applications in differential privacy.
• Presenter: Naoise Holohan - Research Staff Member, Privacy and Security at IBM Research

14:05–15:05: Keynote II from Rebecca Wright, chaired by Ninghui Li

                    Full presentation

15:25–17:05: Machine learning security II, chaired by Frédéric Cuppens

• Data Poisoning Attacks Against Federated Learning Systems
  • Vale Tolpegin, Stacey Truex, M. Emre Gursoy and Ling Liu
  • Abstract presentation
  • Full presentation
• Interpretable Probabilistic Password Strength Meters via Deep Learning
  • Dario Pasquini, Giuseppe Ateniese and Massimo Bernaschi
  • Abstract presentation
  • Full presentation
• Polisma–A Framework for Learning Attribute-based Access Control Policies
  • Amani Jabal, Elisa Bertino, Jorge Lobo, Mark Law, Alessandra Russo, Seraphin Calo and Dinesh Verma
  • Abstract presentation
  • Full presentation
• A Framework for Evaluating Client Privacy Leakages in Federated Learning
  • Wenqi Wei, Ling Liu, Margaret Loper, Ka-Ho Chow, Mehmet Emre Gursoy, Stacey Truex and Yanzhao Wu
  • Abstract presentation
  • Full presentation

Track B

09:00–11:05: Post-quantum cryptography, chaired by Dung Duong

• Towards Post-Quantum Security for Cyber-Physical Systems: Integrating PQC into Industrial M2M Communication
  • Sebastian Paul and Patrik Scheible
  • Abstract presentation
  • Full presentation
• CSH: A Post-quantum Secret Handshake Scheme from Coding Theory
  • Zhuoran Zhang, Fangguo Zhang and Haibo Tian
  • Abstract presentation
  • Full presentation
• A Verifiable and Practical Lattice-Based Decryption Mix Net with External Auditing
  • Xavier Boyen, Thomas Haines and Johannes Mueller
  • Abstract presentation
  • Full presentation
• A Lattice-Based Key-Insulated and Privacy-Preserving Signature Scheme with Publicly Derived Public Key
  • Wenling Liu, Zhen Liu, Khoa Nguyen, Guomin Yang and Yu Yu
  • Abstract presentation
  • Full presentation
• Post-Quantum Adaptor Signatures and Payment Channel Networks
  • Muhammed F. Esgin, Oguzhan Ersoy and Zekeriya Erkin
  • Abstract presentation
  • Full presentation

11:25–13:05: Security analysis, chaired by David Gerault

• Linear-Complexity Private Function Evaluation is Practical
  • Marco Holz, Ágnes Kiss, Deevashwer Rathee and Thomas Schneider
  • Abstract presentation
  • Full presentation
• Certifying Decision Trees Against Evasion Attacks by Program Analysis
  • Stefano Calzavara, Pietro Ferrara and Claudio Lucchese
  • Abstract presentation
  • Full presentation
• They Might NOT Be Giants: Crafting Black-Box Adversarial Examples Using Particle Swarm Optimization
  • Rayan Mosli, Yin Pan, Bo Yuan and Matthew Wright
  • Abstract presentation
  • Full presentation
• Understanding Object Detection Through An Adversarial Lens
  • Ka-Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei and Yanzhao Wu
  • Abstract presentation
  • "Full presentation"

15:25–17:05: Applied cryptography II, chaired by Kaitai Liang

• Signatures with Tight Multi-User Security from Search Assumptions
  • Jiaxin Pan and Magnus Ringerud
  • Abstract presentation
  • Full presentation
• Biased RSA private keys: Origin attribution of GCD-factorable keys
  • Adam Janovsky, Matus Nemec, Petr Svenda, Peter Sekan and Vashek Matyas
  • Abstract presentation
  • Full presentation
• MAC-in-the-Box: Verifying a Minimalistic Hardware Design for MAC Computation
  • Robert Künnemann and Hamed Nemati
  • Abstract presentation
  • Full presentation
• Evaluating the effectiveness of heuristic worst-case noise analysis in FHE
  • Anamaria Costache, Kim Laine and Rachel Player
  • Abstract presentation
  • Full presentation