activity
20112026
most citedConfidential Machine Learning within Graphcore IPUs

3 citations · 5 across the 6 of their papers we have counts for

collaborators

7 papers

cs.OS2026

Planarian: Managing Agent State with Statepoints

Jinnan Guo, Hao Mark Chen, Kapil Vaswani +2

LLM agents solve complex tasks by iteratively changing files, invoking local tools, and interacting with remote services, which modifies state across their local environment and re…

cs.CR2026

Securing Filesystems for Confidential Computing

Dimitra Giantsidi, Antoine Delignat-Lavaud, Cédric Fournet +5

Confidential computing protects applications inside Trusted Execution Environments (TEEs), but it leaves storage vulnerable. Even with disk encryption, a malicious cloud provider c…

cs.CR2025

Transparent Attested DNS for Confidential Computing Services

Antoine Delignat-Lavaud, Cédric Fournet, Kapil Vaswani +3

Confidential services running in hardware-protected Trusted Execution Environments (TEEs) can provide higher security assurance, but this requires custom clients and protocols to d…

cs.CR2024

VerifiableFL: Verifiable Claims for Federated Learning using Exclaves

Jinnan Guo, Kapil Vaswani, Andrew Paverd +1

In federated learning (FL), data providers jointly train a machine learning model without sharing their training data. This makes it challenging to provide verifiable claims about…

cs.CR2022★ 3 cited

Confidential Machine Learning within Graphcore IPUs

Kapil Vaswani, Stavros Volos, Cédric Fournet +9

We present IPU Trusted Extensions (ITX), a set of experimental hardware extensions that enable trusted execution environments in Graphcore's AI accelerators. ITX enables the execut…

cs.DB2016

Information Flows in Encrypted Databases

Kapil Vaswani, Ravi Ramamurthy, Ramarathnam Venkatesan

In encrypted databases, sensitive data is protected from an untrusted server by encrypting columns using partially homomorphic encryption schemes, and storing encryption keys in a…

cs.PL2011★ 2 cited

Logical Concurrency Control from Sequential Proofs

Jyotirmoy Deshmukh, G. Ramalingam, Venkatesh-Prasad Ranganath +1

We are interested in identifying and enforcing the isolation requirements of a concurrent program, i.e., concurrency control that ensures that the program meets its specification.…