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Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security

https://doi.org/10.1145/3548606
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Open‐Source Tools in Automated Machine Learning
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Vulnerability mining method of SOAP based on black‐box fuzzing
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Deep learning-based software engineering: progress, challenges, and opportunities
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Privacy-preserving explainable AI: a survey
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PltcRB: a practical distributed randomness beacon with optimal amortized communication complexity
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On the encryption for graph foundation model inference of sparse graph
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RAG-leaks: difficulty-calibrated membership inference attacks on retrieval-augmented generation
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Differential privacy in medical imaging applications
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DefGCL: Defence-enhanced graph contrastive learning against attribute inference attacks
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Affective foundations in AI-human interactions: Insights from evolutionary continuity and interspecies communications
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Attacks and vulnerabilities of Wi-Fi Enterprise networks: User security awareness assessment through credential stealing attack experiments
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High-performance BFT consensus for Metaverse through block linking and shortcut loop
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Encrypted malicious traffic detection based on natural language processing and deep learning
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Stateful black-box fuzzing for encryption protocols and its application in IPsec
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Optimal obfuscation of awareness messages: Improving users’ unlinkability in Intelligent Transport Systems
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Blockchain security threats: A comprehensive classification and impact assessment
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Cyberattacks and defenses for Autonomous Navigation Systems: A systematic literature review
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TAO: A real-time network traffic analysis task orchestration framework with optimized filtering and scheduling
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On resource consumption of machine learning in communications network security
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When the weakest model sees the threat: An explainable ensemble learning system for detecting network attacks
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Mobile node authentication with risk-based modified lattice cryptography enabled adaptive multifactor authentication for secure data transmission
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MEMBER: A multi-task learning model with hybrid deep features for network intrusion detection
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RecMaL: Rectify the malware family label via hybrid analysis
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Thwarting code-reuse and side-channel attacks in embedded systems
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Security and privacy problems in voice assistant applications: A survey
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SENSE: An unsupervised semantic learning model for cross-platform vulnerability search
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A comprehensive analysis of website fingerprinting defenses on Tor
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A study of NoSQL query injection in Neo4j
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Preserving data privacy in machine learning systems
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Machine Learning for Android Malware Detection: Mission Accomplished? A Comprehensive Review of Open Challenges and Future Perspectives
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GSEDroid: GNN-based Android malware detection framework using lightweight semantic embedding
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NCMFuzzer: Using non-critical field mutation and test case combination to improve the efficiency of ICS protocol fuzzing
inferred← citeshttps://doi.org/10.1016/j.cose.2024.103894openalex-snapshot
Reentrancy vulnerability detection based on graph convolutional networks and expert patterns under subspace mapping
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CatchFuzz: Reliable active anti-fuzzing techniques against coverage-guided fuzzer
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AGLFuzz: Automata-Guided Fuzzing for detecting logic errors in security protocol implementations
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Privacy policy analysis: A scoping review and research agenda
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APIARY: An API-based automatic rule generator for yara to enhance malware detection
inferred← citeshttps://doi.org/10.1016/j.cose.2025.104412openalex-snapshot
Surf-Snooping: USB crosstalk leakage attacks on wireless charging
inferred← citeshttps://doi.org/10.1016/j.cose.2025.104510openalex-snapshot
Network intrusion datasets: A survey, limitations, and recommendations
inferred← citeshttps://doi.org/10.1016/j.cosrev.2023.100567openalex-snapshot
Private set intersection: A systematic literature review
inferred← citeshttps://doi.org/10.1016/j.csi.2023.103754openalex-snapshot
Designing novel proxy-based access control scheme for implantable medical devices
inferred← citeshttps://doi.org/10.1016/j.csi.2024.103928openalex-snapshot
Practical two-party SM2 signing using multiplicative-to-additive functionality
inferred← citeshttps://doi.org/10.1016/j.csi.2025.104044openalex-snapshot
Efficient structure-aware private set intersection with distributed interval function
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A survey on secure multi-party computation techniques based on private set intersection
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BcFCKA:Blockchain-based Fair and continuous key agreement for DIDComm in Self-Sovereign Identity
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On the cryptographic properties of weightwise affine and weightwise quadratic functions
inferred← citeshttps://doi.org/10.1016/j.datak.2024.102301openalex-snapshot
The unresolved need for dependable guarantees on security, sovereignty, and trust in data ecosystems
inferred← citeshttps://doi.org/10.1016/j.dib.2024.110560openalex-snapshot
Evaluation and utilisation of privacy enhancing technologies—A data spaces perspective
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Investigating the impact of differential privacy obfuscation on users’ data disclosure decisions
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Explainable federated learning for privacy-preserving bangla sign language detection
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Leverage points in the Bitcoin Ecosystem: Impact on price and climate change using dynamic systems and spherical fuzzy sets
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Enhancing vulnerability detection via AST decomposition and neural sub-tree encoding
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pNILM: Whole-process privacy preservation for non-intrusive load monitoring based on deep neural networks
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XG-NID: Dual-modality network intrusion detection using a heterogeneous graph neural network and large language model
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RAMPAGE: a software framework to ensure reproducibility in algorithmically generated domains detection
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.129160openalex-snapshot
CTEA: Camouflaged topological element attack via causal influence discovery
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PassREfinder-FL: Privacy-preserving credential stuffing risk prediction via graph-based federated learning for representing password reuse between websites
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Hamming distributions of popular perceptual hashing techniques
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Hier-SFL: Client-edge-cloud collaborative traffic classification framework based on hierarchical federated split learning
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A trustworthy security model for IIoT attacks on industrial robots
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Identifying runtime libraries in statically linked linux binaries
inferred← citeshttps://doi.org/10.1016/j.future.2025.108101openalex-snapshot
SHE-SFL: An efficient and privacy-preserving heterogeneous federated split learning architecture based on homomorphic encryption
inferred← citeshttps://doi.org/10.1016/j.hcc.2023.100131openalex-snapshot
Reaching consensus for membership dynamic in secret sharing and its application to cross-chain
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Metaverse meets distributed machine learning: A contemporary review on the development with privacy-preserving concerns
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Ethical Personalisation and Control Systems for Smart Human-Centred Industry 5.0 Applications
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Adversarial attacks and defenses in person search: A systematic mapping study and taxonomy
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ADPGAN: Adaptive Differential Privacy-Preserving GAN for image privacy
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SmartFL: Simple majority rule based Byzantine-robust federated learning
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Efficient unbalanced circuit private set intersection for ID alignment of Vertical Federated Learning
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Classification and challenges of non-functional requirements in ML-enabled systems: A systematic literature review
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Unveiling security weaknesses in autonomous driving systems: An in-depth empirical study
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SolBERT: Advancing solidity smart contract similarity analysis via self-supervised pre-training and contrastive fine-tuning
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A novel privacy-preserving graph convolutional network via secure matrix multiplication
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Pseudo unlearning via sample swapping with hash
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Forward-porting and its limitations in fuzzer evaluation
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StreamliNet: Cost-aware layer-wise neural network linearization for fast and accurate private inference
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New approach for efficient malicious multiparty private set intersection
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RETRACTED: Lightweight multiparty privacy set intersection protocol for internet of medical things
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Dual defense: Combining preemptive exclusion of members and knowledge distillation to mitigate membership inference attacks
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A detector for Android repackaged applications with layout-fingerprint
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Maaker: A framework for detecting and defeating evasion techniques in Android malware
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Detecting malicious encrypted traffic with privacy set intersection in cloud-assisted industrial internet
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Fed-LSAE: Thwarting poisoning attacks against federated cyber threat detection system via Autoencoder-based latent space inspection
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Detection of intranet scanning traffic and tool detection based on multi-feature fusion
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Third-party private set intersection with application to privacy-preserving training of large language models
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The machines are watching: Exploring the potential of Large Language Models for detecting Algorithmically Generated Domains
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An auditable and privacy-preserving user-controllable group signature scheme in blockchain
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Enhance the trust between IoT devices, mobile apps, and the cloud based on blockchain
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Cloud-edge-end workflow scheduling with multiple privacy levels
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Simple stupid insecure practices and GitHub’s code search: A looming threat?
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Towards higher quality software vulnerability data using LLM-based patch filtering
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A Clean-Label Graph Backdoor Attack Method in Node Classification Task
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IDEAL: A malicious traffic detection framework with explanation-guided learning
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TransfficFormer: A novel Transformer-based framework to generate evasive malicious traffic
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Deep learning for computational cytology: A survey
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Revisiting row hammer: A deep dive into understanding and resolving the issue
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The cybersecurity mesh: A comprehensive survey of involved artificial intelligence methods, cryptographic protocols and challenges for future research
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Hessian-based parameter perceptual fingerprint characterization for hyperspectral image classification models
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VDCRL: vulnerability detection with supervised contrastive code representation learning
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MultiverseAD: Enhancing spatial-temporal synchronous attention networks with causal knowledge for multivariate time series anomaly detection
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Graph embedded patch-sense autoencoder with prior knowledge for multi-component system anomaly detection
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MalGraphIQ: A tool for generating behavior representations of malware execution traces
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A survey on cybersecurity attacks and defenses for unmanned aerial systems
inferred← citeshttps://doi.org/10.1016/j.sysarc.2024.103288openalex-snapshot
TaPaFuzz: Hardware-accelerated RISC-V bare-metal firmware fuzzing using rapid job launches
inferred← citeshttps://doi.org/10.1080/09540091.2024.2306965openalex-snapshot
Bypassing software-based remote attestation using debug registers
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Mitigating Ponzi schemes by zero-knowledge auditing
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A Scalable State Sharing Protocol for Low-Resource Validator Nodes in Blockchain Networks
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Anti-Money Laundering in Cryptocurrencies Through Graph Neural Networks: A Comparative Study
inferred← citeshttps://doi.org/10.1109/cec60901.2024.10612116openalex-snapshot
Two-Level Software Obfuscation with Cooperative Co-Evolutionary Algorithms
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The Potential Applications of Artificial Intelligence and Machine Learning in India's Legal System
inferred← citeshttps://doi.org/10.1109/icsadl61749.2024.00084openalex-snapshot
Novel Defense Method of Malicious Code Injection in High Concurrency Database
inferred← citeshttps://doi.org/10.1109/icsadl61749.2024.00126openalex-snapshot
Metaverse Scheme for Intelligent Urban and Rural 3D Presentation
inferred← citeshttps://doi.org/10.1145/3419394.3423623openalex-snapshot
Unresolved Issues
inferred← citeshttps://doi.org/10.1145/3419394.3423645openalex-snapshot
Accept the Risk and Continue
inferred← citeshttps://doi.org/10.1145/3423211.3425678openalex-snapshot
MATCH
inferred← citeshttps://doi.org/10.1145/3433210.3437512openalex-snapshot
Cryptographic Key Derivation from Biometric Inferences for Remote Authentication
inferred← citeshttps://doi.org/10.1145/3548606.3560590openalex-snapshot
Perils and Mitigation of Security Risks of Cooperation in Mobile-as-a-Gateway IoT
inferred← citeshttps://doi.org/10.1145/3560264openalex-snapshot
Pied-Piper: Revealing the Backdoor Threats in Ethereum ERC Token Contracts
inferred← citeshttps://doi.org/10.1145/3560835.3564556openalex-snapshot
SoK: Analysis of Software Supply Chain Security by Establishing Secure Design Properties
inferred← citeshttps://doi.org/10.1145/3569452openalex-snapshot
Studying the Impact of Data Disclosure Mechanism in Recommender Systems via Simulation
inferred← citeshttps://doi.org/10.1145/3570361.3613261openalex-snapshot
MASTERKEY: Practical Backdoor Attack Against Speaker Verification Systems
inferred← citeshttps://doi.org/10.1145/3576915.3616608openalex-snapshot
HE3DB: An Efficient and Elastic Encrypted Database Via Arithmetic-And-Logic Fully Homomorphic Encryption
inferred← citeshttps://doi.org/10.1145/3576915.3623178openalex-snapshot
Fuzz on the Beach: Fuzzing Solana Smart Contracts
inferred← citeshttps://doi.org/10.1145/3576915.3623194openalex-snapshot
Fait Accompli Committee Selection: Improving the Size-Security Tradeoff of Stake-Based Committees
inferred← citeshttps://doi.org/10.1145/3579371.3589070openalex-snapshot
TEESec: Pre-Silicon Vulnerability Discovery for Trusted Execution Environments
inferred← citeshttps://doi.org/10.1145/3582016.3582066openalex-snapshot
Protect the System Call, Protect (Most of) the World with BASTION
inferred← citeshttps://doi.org/10.1145/3586011openalex-snapshot
RAC-Chain: An Asynchronous Consensus-based Cross-chain Approach to Scalable Blockchain for Metaverse
inferred← citeshttps://doi.org/10.1145/3604611openalex-snapshot
Asteria-Pro: Enhancing Deep Learning-based Binary Code Similarity Detection by Incorporating Domain Knowledge
inferred← citeshttps://doi.org/10.1145/3607187openalex-snapshot
Adonis : Practical and Efficient Control Flow Recovery through OS-level Traces
inferred← citeshttps://doi.org/10.1145/3616868openalex-snapshot
Systemization of Knowledge: Robust Deep Learning using Hardware-software co-design in Centralized and Federated Settings
inferred← citeshttps://doi.org/10.1145/3624485openalex-snapshot
Locally and Structurally Private Graph Neural Networks
inferred← citeshttps://doi.org/10.1145/3627106.3627181openalex-snapshot
Differentially Private Resource Allocation
inferred← citeshttps://doi.org/10.1145/3650212.3680372openalex-snapshot
Following the “Thread”: Toward Finding Manipulatable Bottlenecks in Blockchain Clients
inferred← citeshttps://doi.org/10.1145/3652162openalex-snapshot
A Decentralized Private Data Marketplace using Blockchain and Secure Multi-Party Computation
inferred← citeshttps://doi.org/10.1145/3652613openalex-snapshot
Ensuring Fairness and Gradient Privacy in Personalized Heterogeneous Federated Learning
inferred← citeshttps://doi.org/10.1145/3658644.3690231openalex-snapshot
ProphetFuzz: Fully Automated Prediction and Fuzzing of High-Risk Option Combinations with Only Documentation via Large Language Model
inferred← citeshttps://doi.org/10.1145/3658644.3690268openalex-snapshot
Membership Inference Attacks against Vision Transformers: Mosaic MixUp Training to the Defense
inferred← citeshttps://doi.org/10.1145/3658644.3690352openalex-snapshot
Oblivious Single Access Machines - A New Model for Oblivious Computation
inferred← citeshttps://doi.org/10.1145/3658644.3690368openalex-snapshot
Byzantine-Secure Relying Party for Resilient RPKI
inferred← citeshttps://doi.org/10.1145/3665497openalex-snapshot
Parents and Children: Distinguishing Multimodal Deepfakes from Natural Images
inferred← citeshttps://doi.org/10.1145/3686215.3690147openalex-snapshot
Understanding LLMs Ability to Aid Malware Analysts in Bypassing Evasion Techniques
inferred← citeshttps://doi.org/10.1145/3689031.3717487openalex-snapshot
Seal: Towards Diverse Specification Inference for Linux Interfaces from Security Patches
inferred← citeshttps://doi.org/10.1145/3689236.3689881openalex-snapshot
Efficient and Low-communication Unbalanced Private Set Intersection Cardinality Protocol
inferred← citeshttps://doi.org/10.1145/3696410.3714878openalex-snapshot
Beast in the Cage: A Fine-grained and Object-oriented Permission System to Confine JavaScript Operations on the Web
inferred← citeshttps://doi.org/10.1145/3696630.3728551openalex-snapshot
Efficient and Robust Security-Patch Localization for Disclosed OSS Vulnerabilities with Fine-Tuned LLMs in an Industrial Setting
inferred← citeshttps://doi.org/10.1145/3698393openalex-snapshot
A Systematic Review of Privacy Policy Literature
inferred← citeshttps://doi.org/10.1145/3700792openalex-snapshot
A Survey on Securing Image-Centric Edge Intelligence
inferred← citeshttps://doi.org/10.1145/3701725openalex-snapshot
Adversarial Attack and Defense for Commercial Black-box Chinese-English Speech Recognition Systems
inferred← citeshttps://doi.org/10.1145/3703452openalex-snapshot
Private and Secure Distributed Deep Learning: A Survey
inferred← citeshttps://doi.org/10.1145/3706633openalex-snapshot
Efficient and Adaptive Recommendation Unlearning: A Guided Filtering Framework to Erase Outdated Preferences
inferred← citeshttps://doi.org/10.1145/3707455openalex-snapshot
Leveraging Modular Architecture for Bug Characterization and Analysis in Automated Driving Software
inferred← citeshttps://doi.org/10.1145/3712190openalex-snapshot
AI for DevSecOps: A Landscape and Future Opportunities
inferred← citeshttps://doi.org/10.1145/3712262openalex-snapshot
ZT-SDN: An ML-Powered Zero-Trust Architecture for Software-Defined Networks
inferred← citeshttps://doi.org/10.1145/3714464openalex-snapshot
Research Directions in Software Supply Chain Security
inferred← citeshttps://doi.org/10.1145/3715785openalex-snapshot
On the Unnecessary Complexity of Names in X.509 and Their Impact on Implementations
inferred← citeshttps://doi.org/10.1145/3716372openalex-snapshot
ENDEMIC: End-to-End Network Disruptions – Examining Middleboxes, Issues, and Countermeasures – A Survey
inferred← citeshttps://doi.org/10.1145/3724126openalex-snapshot
Optimizing Confidential Deep Learning for Real-Time Systems
inferred← citeshttps://doi.org/10.1145/3725244openalex-snapshot
Private Synthetic Data Generation in Bounded Memory
inferred← citeshttps://doi.org/10.1145/3725846openalex-snapshot
Cryptographic Primitives in Script-based and Scriptless Payment Channel Networks: A Survey
inferred← citeshttps://doi.org/10.1145/3728910openalex-snapshot
Testing the Fault-Tolerance of Multi-sensor Fusion Perception in Autonomous Driving Systems
inferred← citeshttps://doi.org/10.1145/3728915openalex-snapshot
FANDANGO: Evolving Language-Based Testing
inferred← citeshttps://doi.org/10.1145/3728977openalex-snapshot
Fixing Outside the Box: Uncovering Tactics for Open-Source Security Issue Management
inferred← citeshttps://doi.org/10.1145/3729219openalex-snapshot
Privacy Preserving Prompt Engineering: A Survey
inferred← citeshttps://doi.org/10.1145/3730567.3732915openalex-snapshot
Dive into the Cloud: Unveiling the (Ab)Usage of Serverless Cloud Function in the Wild
inferred← citeshttps://doi.org/10.1145/3731449openalex-snapshot
FoC: Figure Out the Cryptographic Functions in Stripped Binaries with LLMs
inferred← citeshttps://doi.org/10.1145/3734436.3734445openalex-snapshot
Leakage-Resilient Easily Deployable and Efficiently Searchable Encryption (EDESE)
inferred← citeshttps://doi.org/10.1145/3744342openalex-snapshot
Location-aware Inaudible Attack Defense Towards Smart Speakers
inferred← citeshttps://doi.org/10.1145/3747589openalex-snapshot
Cheesecloth: Zero-Knowledge Proofs of Real-World Vulnerabilities
inferred← citeshttps://doi.org/10.1145/3749370openalex-snapshot
Just-in-Time Detection of Silent Security Patches
inferred← citeshttps://doi.org/10.1145/3761797openalex-snapshot
LeakyRand: An Efficient High-fidelity Covert Channel in Fully Associative Last-level Caches with Random Eviction
inferred← citeshttps://doi.org/10.1145/3770853openalex-snapshot
Digital Privacy Under Attack: Challenges and Enablers
inferred← citeshttps://doi.org/10.1145/3772067openalex-snapshot
ForenThings: An Interactive Framework for Crime Scene Reconstruction in IoT Forensics
inferred← citeshttps://doi.org/10.1145/3772274openalex-snapshot
A Survey of Threshold Signatures: NIST Standards, Post-Quantum Cryptography, Exotic Techniques, and Real-World Applications
inferred← citeshttps://doi.org/10.1177/1550147718794615openalex-snapshot
A survey of intrusion detection on industrial control systems
inferred← citeshttps://doi.org/10.14778/3603581.3603583openalex-snapshot
Olive: Oblivious Federated Learning on Trusted Execution Environment against the Risk of Sparsification
inferred← citeshttps://doi.org/10.14778/3659437.3659444openalex-snapshot
Privacy Amplification via Shuffling: Unified, Simplified, and Tightened
inferred← citeshttps://doi.org/10.14778/3712221.3712235openalex-snapshot
Towards Practical Oblivious Map
inferred← citeshttps://doi.org/10.14778/3749646.3749707openalex-snapshot
OasisDB: An Oblivious and Scalable System for Relational Data
inferred← citeshttps://doi.org/10.14778/3749646.3749721openalex-snapshot
Stress-Testing ML Pipelines with Adversarial Data Corruption
inferred← citeshttps://doi.org/10.32604/cmes.2023.030512openalex-snapshot
A Differential Privacy Federated Learning Scheme Based on Adaptive Gaussian Noise
inferred← citeshttps://doi.org/10.3389/fnagi.2023.1216163openalex-snapshot
Machine learning models for diagnosis and prognosis of Parkinson's disease using brain imaging: general overview, main challenges, and future directions
inferred← citeshttps://doi.org/10.70675/6dddcaa3za5d1z49b0zb410z15780f80f236openalex-snapshot
Caractérisation des schémas de masquage contre les attaques par canal auxiliaire en présence de glitches
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