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ACSAC 2022: Austin, TX, USA
- Annual Computer Security Applications Conference, ACSAC 2022, Austin, TX, USA, December 5-9, 2022. ACM 2022, ISBN 978-1-4503-9759-9
CPS and IoT I
- Savio Sciancalepore
, Dominik Roy George
Privacy-Preserving Trajectory Matching on Autonomous Unmanned Aerial Vehicles. 1-12 - Matthew Landen
DRAGON: Deep Reinforcement Learning for Autonomous Grid Operation and Attack Detection. 13-27 - Zhuojia Shen
Randezvous: Making Randomization Effective on MCUs. 28-41 - Maria Zhdanova
Local Power Grids at Risk - An Experimental and Simulation-based Analysis of Attacks on Vehicle-To-Grid Communication. 42-55 - Qifan Zhang
Play the Imitation Game: Model Extraction Attack against Autonomous Driving Localization. 56-70
Deployable Trustworthy Systems
- Nik Sultana
Towards Practical Application-level Support for Privilege Separation. 71-87 - Yinggang Guo
Formal Modeling and Security Analysis for Intra-level Privilege Separation. 88-101 - Flavio Toffalini
Designing a Provenance Analysis for SGX Enclaves. 102-116 - Qian Ren
Cloak: Transitioning States on Legacy Blockchains Using Secure and Publicly Verifiable Off-Chain Multi-Party Computation. 117-131 - Xinshu Ma
Stopping Silent Sneaks: Defending against Malicious Mixes with Topological Engineering. 132-145
Machine Learning I
- Mohamad Mansouri
Learning from Failures: Secure and Fault-Tolerant Aggregation for Federated Learning. 146-158 - Yinbin Miao
Compressed Federated Learning Based on Adaptive Local Differential Privacy. 159-170 - Giovanni Apruzzese
SpacePhish: The Evasion-space of Adversarial Attacks against Phishing Website Detectors using Machine Learning. 171-185 - Chen Gong
Curiosity-Driven and Victim-Aware Adversarial Policies. 186-200 - Liyue Shen
Better Together: Attaining the Triad of Byzantine-robust Federated Learning via Local Update Amplification. 201-213
Malware
- Yong-Gang Li, Yeh-Ching Chung
MProbe: Make the code probing meaningless. 214-226 - Jia Yan
DitDetector: Bimodal Learning based on Deceptive Image and Text for Macro Malware Detection. 227-239 - Aaron Faulkenberry
View from Above: Exploring the Malware Ecosystem from the Upper DNS Hierarchy. 240-250 - Afsah Anwar
A Recent Year On the Internet: Measuring and Understanding the Threats to Everyday Internet Devices. 251-266 - Xutong Wang
Make Data Reliable: An Explanation-powered Cleaning on Malware Dataset Against Backdoor Poisoning Attacks. 267-278
Applied Crypto, Privacy, and Anonymity
- Erik Buchholz
Reconstruction Attack on Differential Private Trajectory Protection Mechanisms. 279-292 - Ammar Haydari
Differentially Private Map Matching for Mobility Trajectories. 293-303 - Jieyu Zheng
Parallel Small Polynomial Multiplication for Dilithium: A Faster Design and Implementation. 304-317 - Wenqing Li
CryptoGo: Automatic Detection of Go Cryptographic API Misuses. 318-331 - Seung Ho Na
Closing the Loophole: Rethinking Reconstruction Attacks in Federated Learning from a Privacy Standpoint. 332-345
Software Security I
- Markus Bauer
TyPro: Forward CFI for C-Style Indirect Function Calls Using Type Propagation. 346-360 - Sunwoo Ahn
Practical Binary Code Similarity Detection with BERT-based Transferable Similarity Learning. 361-374 - Elia Geretto
Snappy: Efficient Fuzzing with Adaptive and Mutable Snapshots. 375-387 - Prashast Srivastava
One Fuzz Doesn't Fit All: Optimizing Directed Fuzzing via Target-tailored Program State Restriction. 388-399 - Carmen Cheh
From Hindsight to Foresight: Enhancing Design Artifacts for Business Logic Flaw Discovery. 400-411
CPS and IoT II
- Alessandro Erba
Assessing Model-free Anomaly Detection in Industrial Control Systems Against Generic Concealment Attacks. 412-426 - Yechan Bae
Spacelord: Private and Secure Smart Space Sharing. 427-439 - Anomadarshi Barua, Lelin Pan, Mohammad Abdullah Al Faruque:
BayesImposter: Bayesian Estimation Based.bss Imposter Attack on Industrial Control Systems. 440-454 - Jan Sebastian Götte
Ripples in the Pond: Transmitting Information through Grid Frequency Modulation. 455-466 - Luca Morgese Zangrandi
Stepping out of the MUD: Contextual threat information for IoT devices with manufacturer-provided behavior profiles. 467-480
Software Security II
- Chandra Thapa
Transformer-Based Language Models for Software Vulnerability Detection. 481-496 - Yu Luo, Weifeng Xu, Dianxiang Xu:
Compact Abstract Graphs for Detecting Code Vulnerability with GNN Models. 497-507 - Ying Cao
Boosting Neural Networks to Decompile Optimized Binaries. 508-518 - Yuki Koike, Hiroyuki Katsura, Hiromu Yakura, Yuma Kurogome:
SLOPT: Bandit Optimization Framework for Mutation-Based Fuzzing. 519-533 - Yiru Zhao
Alphuzz: Monte Carlo Search on Seed-Mutation Tree for Coverage-Guided Fuzzing. 534-547
Mobile and Wireless Security
- Harshad Sathaye
On the Implications of Spoofing and Jamming Aviation Datalink Applications. 548-560 - Evangelos Bitsikas
You have been warned: Abusing 5G's Warning and Emergency Systems. 561-575 - Samin Yaseer Mahmud
Analysis of Payment Service Provider SDKs in Android. 576-590
Usability and Human-Centered Security
- Rahel A. Fainchtein
User Perceptions of the Privacy and Usability of Smart DNS. 591-604 - Xiaoyuan Wu
User Perceptions of Five-Word Passwords. 605-618 - James Mattei
A Qualitative Evaluation of Reverse Engineering Tool Usability. 619-631
Machine Learning II
- Minghong Fang
AFLGuard: Byzantine-robust Asynchronous Federated Learning. 632-646 - Ning Wang
Squeezing More Utility via Adaptive Clipping on Differentially Private Gradients in Federated Meta-Learning. 647-657 - Yufeng Diao
Drone Authentication via Acoustic Fingerprint. 658-668 - Nuo Xu
NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks. 669-683 - Jing Xu
More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks. 684-698
Network Security
- Levente Csikor
ZeroDNS: Towards Better Zero Trust Security using DNS. 699-713 - Jeongyoon Heo
Are There Wireless Hidden Cameras Spying on Me? 714-726 - Zheng Yang
If You Can't Beat Them, Pay Them: Bitcoin Protection Racket is Profitable. 727-741 - Shreyas Srinivasa
Interaction matters: a comprehensive analysis and a dataset of hybrid IoT/OT honeypots. 742-755 - Zhechang Zhang
StateDiver: Testing Deep Packet Inspection Systems with State-Discrepancy Guidance. 756-768
Anomaly, Intrusion, and Threat Detection
- Xiaolei Wang
MADDC: Multi-Scale Anomaly Detection, Diagnosis and Correction for Discrete Event Logs. 769-784 - Xian Wang
ENIDrift: A Fast and Adaptive Ensemble System for Network Intrusion Detection under Real-world Drift. 785-798 - Bingkun Wu
Towards Enhanced EEG-based Authentication with Motor Imagery Brain-Computer Interface. 799-812 - Muhammad Adil Inam
FAuST: Striking a Bargain between Forensic Auditing's Security and Throughput. 813-826 - Yushan Liu
RAPID: Real-Time Alert Investigation with Context-aware Prioritization for Efficient Threat Discovery. 827-840
OS Security I
- Debopriya Roy Dipta
DF-SCA: Dynamic Frequency Side Channel Attacks are Practical. 841-853 - Rajat Gupta
POPKORN: Popping Windows Kernel Drivers At Scale. 854-868 - Yutian Yang
Making Memory Account Accountable: Analyzing and Detecting Memory Missing-account bugs for Container Platforms. 869-880
Web Security
- ChangSeok Oh
DeView: Confining Progressive Web Applications by Debloating Web APIs. 881-895 - Pablo Picazo-Sanchez
No Signal Left to Chance: Driving Browser Extension Analysis by Download Patterns. 896-910 - David Klein
Accept All Exploits: Exploring the Security Impact of Cookie Banners. 911-922
Resilience and Data Protection
- Xiaohai Dai
Trebiz: Byzantine Fault Tolerance with Byzantine Merchants. 923-935 - Moe Sabry
ArchiveSafe LT: Secure Long-term Archiving System. 936-948 - Minjae Seo
Heimdallr: Fingerprinting SD-WAN Control-Plane Architecture via Encrypted Control Traffic. 949-963
OS Security II
- Yizhuo Wang
iService: Detecting and Evaluating the Impact of Confused Deputy Problem in AppleOS. 964-977 - Fan Lang
MoLE: Mitigation of Side-channel Attacks against SGX via Dynamic Data Location Escape. 978-988 - Joana Pecholt
CoCoTPM: Trusted Platform Modules for Virtual Machines in Confidential Computing Environments. 989-998
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