MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees
- Ryan Zhang
- Herbert Woisetschläger
- et al.
- 2024
- NeurIPS 2024
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From Confidential Computing to Zero Trust, Come Along for the (Bumpy?) Ride
- Mengmei Ye
- Sandhya Koteshwara
- et al.
- 2024
- MICRO 2024
Enhancing Transparency and Accountability of TPLs with PBOM: A Privacy Bill of Materials
- Yue Xiao
- Adwait Nadkarni
- et al.
- 2024
- CCS 2024
Federated Learning Priorities Under the European Union Artificial Intelligence Act
- Herbert Woisetschläger
- Alexander Erben
- et al.
- 2024
- ICML 2024
NoC-level Threat Monitoring in Domain-Specific Heterogeneous SoCs with SoCurity
- Naorin Hossain
- Alper Buyuktosunoglu
- et al.
- 2024
- ISCA 2024
Elevating Defenses: Bridging Adversarial Training and Watermarking for Model Resilience
- Janvi Thakkar
- Giulio Zizzo
- et al.
- 2024
- AAAI 2024
Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation
- Janvi Thakkar
- Giulio Zizzo
- et al.
- 2024
- AAAI 2024
Certified Robustness of Static Deep Learning-based Malware Detectors against Patch and Append Attacks
- Daniel Gibert
- Giulio Zizzo
- et al.
- 2023
- CCS 2023
Fully Homomorphic Encryption for Computer Architects: A Fundamental Characterization Study
- 2023
- MICRO 2023
Benchmarking the Effect of Poisoning Defenses on the Security and Bias of Deep Learning Models
- Nathalie Baracaldo Angel
- Farhan Ahmed
- et al.
- 2023
- S&P 2023