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@ssg-research Secure Systems Group (SSG) at Aalto University & University of Waterloo

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    Repositories list

    40 repositories

    • ssg-research.github.io

      Public
      SSG Website
      CSS
      •
      MIT License
      •4•0•6•1•Updated Sep 3, 2026Sep 3, 2026

    • cs858-wiki

      Public
      A wiki of per-paper reading companions for CS858 (Trustworthy Machine Learning), instructor + AI co-produced.
      Python
      •0•0•0•0•Updated Sep 3, 2026Sep 3, 2026

    • amulet

      Public
      Amulet: A Library for Interactions among Machine Learning Defenses and Risks
      Python
      •
      Apache License 2.0
      •0•8•9•0•Updated Jul 24, 2026Jul 24, 2026

    • locket

      Public
      A feature-locking technique (FLoTe) that enables robust feature-level access control for LLMs
      nlpacademic-researchtrustworthy-ai
      nlpacademic-researchtrustworthy-ai
      Python
      •
      Apache License 2.0
      •1•157•0•0•Updated Jul 14, 2026Jul 14, 2026

    • laminator

      Public
      Code for "Laminator: Verifiable ML Property Cards using Hardware-assisted Attestations" published in ACM Conference on Data and Application Security and Privacy…
      Python
      •
      Apache License 2.0
      •2•1•0•0•Updated Jun 16, 2026Jun 16, 2026

    • sok-collusion

      Public
      Code for "SoK: Colluding Adversaries in ML Pipelines" (USENIX Security 2026)
      Python
      •
      Other
      •0•0•0•0•Updated May 28, 2026May 28, 2026

    • pii-patch

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated Jan 22, 2026Jan 22, 2026

    • concept-filtering

      Public
      Code for the paper titled "Espresso: Robust Concept Filtering in Text-to-Image Models"
      Jupyter Notebook
      •
      Apache License 2.0
      •0•0•0•0•Updated Jan 7, 2026Jan 7, 2026

    • combining-defenses

      Public
      Code for the paper titled "Combining Machine Learning Defenses without Conflicts" published in TMLR 2025.
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Aug 14, 2025Aug 14, 2025

    • BliMe-linter

      Public
      C++
      •0•0•0•0•Updated Aug 13, 2024Aug 13, 2024

    • semalloc

      Public
      C++
      •
      Other
      •1•2•0•0•Updated Jul 19, 2024Jul 19, 2024

    • Falseclaims

      Public
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated May 1, 2024May 1, 2024

    • distribution-attestation

      Public
      Code for the paper "Attesting Distributional Properties of Training Data for Machine Learning" to appear in ESORICS 2024.
      Jupyter Notebook
      •
      Apache License 2.0
      •3•4•0•0•Updated Apr 9, 2024Apr 9, 2024

    • BliMe-chipyard

      Public
      C
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Mar 11, 2024Mar 11, 2024

    • BliMe-block-inclusivecache-sifive

      Public
      Scala
      •
      Apache License 2.0
      •0•0•0•0•Updated Mar 11, 2024Mar 11, 2024

    • sok-unintended-interactions

      Public
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Mar 11, 2024Mar 11, 2024

    • BliMe

      Public
      Blinded Memory, a new architecture for secure outsourced computation
      Apache License 2.0
      •0•5•0•0•Updated Nov 20, 2023Nov 20, 2023

    • BliMe-model

      Public
      F*
      •0•0•0•0•Updated Nov 20, 2023Nov 20, 2023

    • BliMe-testchipip

      Public
      Scala
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Nov 20, 2023Nov 20, 2023

    • BliMe-rocket-chip

      Public
      Scala
      •
      Other
      •0•0•0•0•Updated Nov 20, 2023Nov 20, 2023

    • BliMe-riscv-boom

      Public
      Scala
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Nov 20, 2023Nov 20, 2023

    • BliMe-riscv-tests

      Public
      C
      •
      Other
      •0•0•0•0•Updated Nov 20, 2023Nov 20, 2023

    • BliMe-gem5

      Public
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Nov 20, 2023Nov 20, 2023

    • BliMe-gem5-experiments

      Public
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Nov 20, 2023Nov 20, 2023

    • BliMe-firesim

      Public
      Scala
      •
      Other
      •0•0•0•0•Updated Nov 20, 2023Nov 20, 2023

    • FLARE

      Public
      FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks
      Python
      •
      Apache License 2.0
      •1•1•0•0•Updated Sep 22, 2023Sep 22, 2023

    • WAFFLE

      Public
      WAFFLE: Watermarking in Federated Learning
      Python
      •
      Apache License 2.0
      •4•23•2•0•Updated Aug 21, 2023Aug 21, 2023

    • GrOVe

      Public
      GrOVe: Ownership Verification of Graph Neural Networks using Embeddings. IEEE S&P 2024.
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Aug 7, 2023Aug 7, 2023

    • conflicts-in-ml-protection-mechanisms

      Public
      Study of conflicts occurring between various ML protection mechanisms. AAAI 2023.
      Python
      •
      Apache License 2.0
      •2•1•0•0•Updated May 11, 2023May 11, 2023

    • ad3-action-distribution-divergence-detector

      Public
      Real-time Adversarial Perturbations against Deep Reinforcement Learning Policies: Attacks and Defenses
      Python
      •
      Apache License 2.0
      •0•5•0•0•Updated Nov 29, 2022Nov 29, 2022
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