speculative-execution

Spectre attack against SGX enclave

[NeurIPS'23] Speculative Decoding with Big Little Decoder

Microarchitectural exploitation and other hardware attacks.

🐉 Hail Hydra — Multi-headed speculative execution framework for Claude Code. 10 AI agents, 3x faster, ~70% cheaper. Inspired by speculative decoding.

KLEESpectre is a symbolic execution engine with speculation semantic and cache modelling

Variant 1 of the Spectre attack which is to bypass the bounds checks in the target process and retrieve the private data. Here in this example, I have demonstrated how to retrieve a string data using the attack.

Package speculatively provides a simple mechanism to re-execute a task in parallel only after some initial timeout has elapsed.

Run AI models too large for your Mac's memory — at near-full speed. Intelligent expert caching, speculative execution, and 15+ research techniques for MoE inference on Apple Silicon.

High-Performance Speculative Tool-Execution Runtime for Autonomous AI Agents with Conservative Dependency & Effect Verification

Experimental implementation of speculative model serving

open source speculation benchmarking for 2 phase protocol transactions

Research project about Spectre attack on XiangShan open-source RISC-V processor

State-aware hedged requests for serverless GPU inference — return the first valid result and cancel the losers with an audited receipt.

Spectre attack variant 1 is used here to extract an image data buffer from a program. The output image data is then decoded and median filters are applied to remove the hot pixels in the output image. Here I have included files for RGB and base64 format.

Phantom Metal Taste — speculative execution side-channel research

⚡ Universal High-Performance Speculative Tool Execution Proxy for the Model Context Protocol (MCP). Reduces P95 latency by 35%-48%.

🔮 Speculative tool execution: predicts and pre-runs verification while the model works, then serves results on demand.

Speculative execution for AI coding agents — predicts upcoming Codex and Claude Code tool calls, safely pre-runs them, and replays validated results instantly. Pre-warms dev servers while the model reasons. Local-only, MIT.

Interactive simulator for CPU hardware security vulnerabilities: speculative execution attacks.