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Agenda 2022

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AI Security Group Meeting

Location:Zetonglou 104

Time: Friday 18:00

Date Speaker Title Sharer
1 2021.12.24
2 2021.12.31 马哲 Learning Segment Similarity and Alignment in Large-Scale Content Based Video Retrieval, MM 2021 付之笑
3 2022.01.07 麻瓯勃 Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations, arXiv 2020 杜林康
4 2022.01.14 何平 HopSkipJumpAttack: A Query-Efficient Decision-Based Attack, IEEE S&P 2020 包晗
5 2022.01.21 白熠阳 Defense Against Synonym Substitution-based Adversarial Attack via Dirichlet Neighborhood Ensemble, ACL 2021 沈鹿嘉
6 2022.02.11 高向珊 An Empirical Study of Example Forgetting during Deep Neural Network Learning, ICLR 2019 杜杨凯
7 2022.02.18 林瑞潇 Adversary Instantiation: Lower Bounds for Differentially Private Machine Learning, IEEE S&P 2021 甘雨由
8 2022.02.25 何平 Bad Characters: Imperceptible NLP Attacks, IEEE S&P 2022 李泽宇
9 2022.03.04 姜毅 BERT-Attack: Adversarial Attack Against BERT Using BERT, EMNLP 2020 邱鹏宇
10 2022.03.11 甘雨由 / 段宇萱
11 2022.03.18 谢廷浩 Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks, arXiv 2021 马哲
12 2022.03.25 付之笑 SelfReg: Self-supervised Contrastive Regularization for Domain Generalization, ICCV 2021 曾睿
13 2022.04.01 林瑞潇 Hierarchical Personalized Federated Learning for User Modeling, WWW 2021 谢廷浩
14 2022.04.08 邱鹏宇 DoubleStar: Long-Range Attack Towards Depth Estimation based Obstacle Avoidance in Autonomous Systems, USENIX Security 2022 付冲
15 2022.04.15 杜杨凯 Contrastive Code Representation Learning, EMNLP 2021 麻瓯勃
16 2022.04.22 包晗 Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation, CVPR 2021 白熠阳
17 2022.04.29 李泽宇 MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation, CVPR 2021 姜毅
18 2022.05.06 沈鹿嘉 PICCOLO : Exposing Complex Backdoors in NLP Transformer Models, IEEE S&P 2022 姜毅
19 2022.05.13 段宇萱 Protecting Celebrities from DeepFake with Identity Consistency Transformer, CVPR 2022 何平
20 2022.05.20 付冲 Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models, ACL 2022 邱鹏宇
21 2022.05.27 姜毅 Compromised or Attacker-Owned: A Large Scale Classification and Study of Hosting Domains of Malicious URLs, USENIX Security 2021 甘雨由
22 2022.06.03 马哲 Barlow Twins: Self-Supervised Learning via Redundancy Reduction, ICML 2021 付之笑
23 2022.06.10 麻瓯勃 Adversarial Policy Learning in Two-player Competitive Games, ICML 2021 林瑞潇
24 2022.06.17 虞楚尔 Detecting Deepfakes with Self-Blended Images, CVPR 2022 李泽宇
25 2022.06.24 甘雨由 沈鹿嘉
26 2022.07.01 付之笑 Few-Shot Head Swapping in the Wild, CVPR 2022 包晗
27 2022.07.08 何平 杜杨凯
28 2022.07.15 姜毅 Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners! , ICLR 2022 付冲
29 2022.07.22 林瑞潇 马哲
30 2022.07.29 李泽宇 麻瓯勃
31 2022.08.05 邱鹏宇 甘雨由
32 2022.08.12 沈鹿嘉 白熠阳
33 2022.08.19 包晗 付之笑

System Security Group Meeting

Location:Zetonglou 104

Time: Sunday 18:00

Date Speaker Title Sharer
1 2021.12.26 夏亦凡 BEACON: Directed Grey-Box Fuzzing with Provable Path Pruning, IEEE S&P 2022 侯黎阳
2 2022.01.02 许嘉诚 HEALER: Relation Learning Guided Kernel Fuzzing, SOSP 2021 卢令令
3 2022.01.09 叶童 Retrieval-Augmented Generation for Code Summarization via Hybrid GNN, ICLR 2021 陈安莹
4 2022.01.16 刘昕鹏 DIANE: Identifying Fuzzing Triggers in Apps to Generate Under-constrained Inputs for IoT Devices, IEEE S&P 2021 张凌铭
5 2022.01.23 夏亦凡 Breaking Through Binaries: Compiler-quality Instrumentation for Better Binary-only Fuzzing, USENIX Security 2021 潘高宁
6 2022.02.13 常博宇 μAFL: Non-intrusive Feedback-driven Fuzzing for Microcontroller Firmware, ICSE 2022 陈源
7 2022.02.20 向意 ParmeSan: Sanitizer-guided Greybox Fuzzing, USENIX Security 2020 许嘉诚
8 2022.02.27 刘丁豪 Detecting Kernel Refcount Bugs with Two-Dimensional Consistency Checking, USENIX Security 2021 刘昕鹏
9 2022.03.06 张凌铭 Regression Greybox Fuzzing, ACM CCS 2021 夏亦凡
10 2022.03.13 梁红 SyzScope: Revealing High-Risk Security Impacts of Fuzzer-Exposed Bugs in Linux kernel, USENIX Security 2022 常博宇
11 2022.03.20 许嘉诚 Demystifying the Dependency Challenge in Kernel Fuzzing, ICSE 2022 王琴应
12 2022.03.27 侯黎阳 ICS3Fuzzer: A Framework for Discovering Protocol Implementation Bugs in ICS Supervisory Software by Fuzzing, ACSAC 2021 向意
13 2022.04.03 夏亦凡 Semantic-Informed Driver Fuzzing Without Both the Hardware Devices and the Emulators, NDSS 2022 梁红
14 2022.04.10 刘昕鹏 PATA: Fuzzing with Path Aware Taint Analysis, IEEE S&P 2022 刘丁豪
15 2022.04.17 陈源 As Strong As Its Weakest Link: How to Break Blockchain DApps at RPC Service, NDSS 2022 许嘉诚
16 2022.04.24 叶童 Retrieval-based neural source code summarization, ICSE 2020 陈安莹
17 2022.05.01 常博宇 Effective Seed Scheduling for Fuzzing with Graph Centrality Analysis, IEEE S&P 2022 张凌铭
18 2022.05.08 刘丁豪 Undo Workarounds for Kernel Bugs, USENIX Security 2021 陈源
19 2022.05.15 王琴应 FirmWire: Transparent Dynamic Analysis for Cellular Baseband Firmware, NDSS 2022 吕晨阳
20 2022.05.22 陈安莹 Scalable Validation of Binary Lifters, PLDI 2020 向意
21 2022.05.29 梁红 MobFuzz: Adaptive Multi-objective Optimization in Gray-box Fuzzing, NDSS 2022
22 2022.06.05 卢令令 ImageProof: Enabling Authentication for Large-Scale Image Retrieval, ICDE 2019 刘昕鹏
23 2022.06.12 张凌铭 InstruGuard: Find and Fix Instrumentation Errors for Coverage-based Greybox Fuzzing, ASE 2021 夏亦凡
24 2022.06.19 向意 WindRanger: A Directed Greybox Fuzzer driven by Deviation Basic Blocks, ICSE 2022 常博宇
25 2022.06.26 许嘉诚 SyzGen: Automated Generation of Syscall Specification of Closed-Source macOS Drivers, ACM CCS 2021 王琴应
26 2022.07.03 刘丁豪 Precise and Scalable Detection of Use-after-Compacting-Garbage-Collection Bugs, USENIX Security 2021 陈安莹
27 2022.07.10 刘昕鹏 侯黎阳
28 2022.07.17 陈源 刘沛宇
29 2022.07.24 常博宇 JIGSAW: Efficient and Scalable Path Constraints Fuzzing, IEEE S&P 2022 梁红
30 2022.07.31
31 2022.08.07 向意 张凌铭
32 2022.08.14 夏亦凡 Program Vulnerability Repair via Inductive Inference, ISSTA 2022 许嘉诚
33 2022.08.21 王琴应 刘丁豪

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