Venue

- Any -AccessACMLACSACarXivAsiaCCSCCSEuroS&PICLRNeurIPSTMCVLSIWiSecCODASPYCRYPTONDSSPETSRAIDS&P (Oakland)USENIX SecurityVLDBWEISWPES

Keywords

- Any -Adversarial Machine LearningAndroidAnonymous CommunicationApplied CryptographyAutonomous VehiclesCloud SecurityData AugmentationData SynthesisDe-IdentificationDigital WatermarkingEMIEncrypted DatabasesGenerative ModelsHardware SecurityInference AttacksIntel SGXIntrusion DetectionLarge Language ModelsLiDARLocation PrivacyMembership PrivacyMemorizationNetwork-on-ChipPrivacy AuditingPrivacy PoliciesSearch SystemsSecure Multiparty ComputationSpeech RecognitionStalkerwareSurveillancewareCertificatesCryptographyData PrivacyDifferential PrivacyHTTPSMachine LearningMachine Learning + Security and PrivacyOblivious RAMPrivacySecuritySide-Channel ThreatsWeb Security

Type

- Any -ConferenceJournalWorkshopTechnical ReportPre-print

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2024

• Self-Supervised Fine-Tuning of Automatic Speech Recognition Systems against Signal Processing Attacks [PDF (ACM DL)]
  In ACM Asia Conference on Computer and Communications Security (2024)
  Oshan Jayawardena, Dilmi Caldera, Sandani Jayawardena, Avishka Sandeepa, Vincent Bindschaedler, Subodha Charles
• Leveraging Generative Models for Covert Messaging: Challenges and Tradeoffs for "Dead-Drop" Deployments [PDF]
  In ACM Conference on Data and Application Security and Privacy (2024)
  Luke A. Bauer, James K. Howes IV, Sam A. Markelon, Vincent Bindschaedler, Thomas Shrimpton

2023

• DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning [PDF]
  In Neural Information Processing Systems (2023)
  Wenxuan Bao, Francesco Pittaluga, Vijay Kumar B G, Vincent Bindschaedler
• SoK: Memorization in General-Purpose Large Language Models [PDF]
  In arXiv preprint (2023)
  Valentin Hartmann, Anshuman Suri, Vincent Bindschaedler, David Evans, Shruti Tople, Robert West
• EMI-LiDAR: Uncovering Vulnerabilities of LiDAR Sensors in Autonomous Driving Setting using Electromagnetic Interference [PDF (External Link)]
  In ACM Conference on Security and Privacy in Wireless and Mobile Networks (2023)
  Sri Hrushikesh Varma Bhupathiraju, Jennifer Sheldon, Luke A. Bauer, Vincent Bindschaedler, Takeshi Sugawara, Sara Rampazzi

2022

• Enhanced Membership Inference Attacks against Machine Learning Models [PDF]
  In ACM SIGSAC Conference on Computer and Communications Security (2022)
  Jiayuan Ye, Aadyaa Maddi, Sasi Kumar Murakonda, Vincent Bindschaedler, Reza Shokri
• PermPress: Machine Learning-Based Pipeline to Evaluate Permissions in App Privacy Policies [PDF (External Link)]
  In IEEE Access (2022)
  Muhammad Sajidur Rahman, Pirouz Naghavi, Blas Kojusner, Sadia Afroz, Byron Williams, Sara Rampazzi, Vincent Bindschaedler
• Digital Watermarking for Detecting Malicious Intellectual Property Cores in NoC Architectures [PDF (External Link)]
  In IEEE Transactions on Very Large Scale Integration (VLSI) Systems (2022)
  Subodha Charles, Vincent Bindschaedler, Prabhat Mishra
• Analyzing the Monetization Ecosystem of Stalkerware [PDF]
  In Privacy Enhancing Technologies Symposium (2022)
  Cassidy Gibson, Vanessa Frost, Katie Platt, Washington Garcia, Luis Vargas, Sara Rampazzi, Vincent Bindschaedler, Patrick Traynor, Kevin Butler
• Privacy accounting εconomics: Improving differential privacy composition via a posteriori bounds [PDF]
  In Privacy Enhancing Technologies Symposium (2022)
  Valentin Hartmann, Vincent Bindschaedler, Alexander Bentkamp, Robert West

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