Cover Image

GuaranTEE: Towards Attestable and Private ML with CCA

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Siby, Sandra, Abdollahi, Sina, Maheri, Mohammad, Kogias, Marios, Haddadi, Hamed
Format:	Preprint
Published:	2024
Subjects:	Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

An Early Experience with Confidential Computing Architecture for On-Device Model Protection
by: Abdollahi, Sina, et al.
Published: (2025)

CAEC: Confidential, Attestable, and Efficient Inter-CVM Communication with Arm CCA
by: Abdollahi, Sina, et al.
Published: (2025)

Sharing is caring: Attestable and Trusted Workflows out of Distrustful Components
by: Sadi, Amir Al, et al.
Published: (2026)

AgenTEE: Confidential LLM Agent Execution on Edge Devices
by: Abdollahi, Sina, et al.
Published: (2026)

When Agents Handle Secrets: A Survey of Confidential Computing for Agentic AI
by: Forough, Javad, et al.
Published: (2026)

Verifiable Unlearning on Edge
by: Maheri, Mohammad M, et al.
Published: (2025)

Client Clustering Meets Knowledge Sharing: Enhancing Privacy and Robustness in Personalized Peer-to-Peer Learning
by: Maheri, Mohammad Mahdi, et al.
Published: (2025)

TeleSparse: Practical Privacy-Preserving Verification of Deep Neural Networks
by: Maheri, Mohammad M, et al.
Published: (2025)

Aster: Fixing the Android TEE Ecosystem with Arm CCA
by: Kuhne, Mark, et al.
Published: (2024)

ZK-APEX: Zero-Knowledge Approximate Personalized Unlearning with Executable Proofs
by: Maheri, Mohammad M, et al.
Published: (2025)

WARP: Weight Teleportation for Attack-Resilient Unlearning Protocols
by: Maheri, Mohammad M, et al.
Published: (2025)

P4: Towards private, personalized, and Peer-to-Peer learning
by: Maheri, Mohammad Mahdi, et al.
Published: (2024)

Nebula: Efficient, Private and Accurate Histogram Estimation
by: Shamsabadi, Ali Shahin, et al.
Published: (2024)

Dynamic Probabilistic Noise Injection for Membership Inference Defense
by: Forough, Javad, et al.
Published: (2025)

Styx: Collaborative and Private Data Processing With TEE-Enforced Sticky Policy
by: Zhao, Shixuan, et al.
Published: (2026)

NoEsis: Differentially Private Knowledge Transfer in Modular LLM Adaptation
by: Romijnders, Rob, et al.
Published: (2025)

REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack
by: Zhan, Zhonghao, et al.
Published: (2025)

OpenCCA: An Open Framework to Enable Arm CCA Research
by: Bertschi, Andrin, et al.
Published: (2025)

Attestable Builds: Compiling Verifiable Binaries on Untrusted Systems using Trusted Execution Environments
by: Hugenroth, Daniel, et al.
Published: (2025)

Enforcing Attestable Workflows across Untrusted Networks
by: Dang, Hung, et al.
Published: (2026)

The Boomerang protocol: A Decentralised Privacy-Preserving Verifiable Incentive Protocol
by: Ankele, Ralph, et al.
Published: (2023)

Systems-Level Attack Surface of Edge Agent Deployments on IoT
by: Zhan, Zhonghao, et al.
Published: (2026)

Web Execution Bundles: Reproducible, Accurate, and Archivable Web Measurements
by: Hantke, Florian, et al.
Published: (2025)

BlindexTEE: A Blind Index Approach towards TEE-supported End-to-end Encrypted DBMS
by: Vialar, Louis, et al.
Published: (2024)

SINBAD: Saliency-informed detection of breakage caused by ad blocking
by: Chehade, Saiid El Hajj, et al.
Published: (2024)

Machine Learning with Confidential Computing: A Systematization of Knowledge
by: Mo, Fan, et al.
Published: (2022)

Poster: Enhancing GNN Robustness for Network Intrusion Detection via Agent-based Analysis
by: Zhan, Zhonghao, et al.
Published: (2025)

Unbundle-Rewrite-Rebundle: Runtime Detection and Rewriting of Privacy-Harming Code in JavaScript Bundles
by: Ali, Mir Masood, et al.
Published: (2024)

Local Frames: Exploiting Inherited Origins to Bypass Content Blockers
by: Ukani, Alisha, et al.
Published: (2025)

AegisMCP: Online Graph Intrusion Detection for Tool-Augmented LLMs on Edge Devices
by: Zhan, Zhonghao, et al.
Published: (2025)

Privacy Practices of Browser Agents
by: Ukani, Alisha, et al.
Published: (2025)

Characterization of GPU TEE Overheads in Distributed Data Parallel ML Training
by: Lee, Jonghyun, et al.
Published: (2025)

RaceTEE: Enabling Interoperability of Confidential Smart Contracts
by: Zhang, Keyu, et al.
Published: (2025)

Tyche: Composable Isolation as a Foundation to Manage Trust in the Cloud
by: Ghosn, Adrien, et al.
Published: (2025)

Measuring the Accuracy and Effectiveness of PII Removal Services
by: He, Jiahui, et al.
Published: (2025)

TRACES: TEE-based Runtime Auditing for Commodity Embedded Systems
by: Caulfield, Adam, et al.
Published: (2024)

TeeRollup: Efficient Rollup Design Using Heterogeneous TEE
by: Wen, Xiaoqing, et al.
Published: (2024)

Trusted-Execution Environment (TEE) for Solving the Replication Crisis in Academia
by: Li, Jiasun, et al.
Published: (2026)

Amulet: Fast TEE-Shielded Inference for On-Device Model Protection
by: Mao, Zikai, et al.
Published: (2025)

Securing Private Federated Learning in a Malicious Setting: A Scalable TEE-Based Approach with Client Auditing
by: Takagi, Shun, et al.
Published: (2025)