Educational pure-Python implementation of ZKP proof systems (Groth16 + PLONK) using py_ecc/bn128
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Feb 7, 2026 - Python
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groth16
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A QAP compiler implemented in Python, used to compile the codes written in a Python-like programming language into its QAP form, and perform Groth16's setup, proof and verification steps.
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Mar 5, 2026 - Python
CRISP: Cryptographic Root-of-trust Identity and Sensor Provenance — a four-layer defense against biometric injection attacks using TPM attestation, PQ-hybrid encryption, ZK proofs, and entropy detection.
python entropy cybersecurity biometrics tpm post-quantum-cryptography zero-knowledge-proofs circom deepfake-detection groth16
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Jul 6, 2026 - Python
Deterministic, bare-metal field encoding and local answer map-back
search answers retrieval audit-trail zksnark local-first groth16 privacy-boundary deterministic-encoding
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Jun 12, 2026 - Python
Modular Groth16 verifier in Python with snarkjs compatibility, tests, and real-world example.
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Apr 11, 2026 - Python
Real-time smurfing/layering detection in cross-border settlements.
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May 29, 2026 - Python
Incremental Merkle Tree (IMT) - a specialized form of a Merkle tree designed to allow for efficient appending of new elements
ethereum sha256 web3 merkle-tree zero-knowledge merkle-root merkle-proof zksnark mimc zksnarks circom tornado-cash groth16 tornadocash circomlib incremental-merkle-tree
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Apr 11, 2024 - Python
Verifiable autonomous vehicle perception using zk-SNARKs (Groth16) with cryptographic integrity and privacy guarantees.
cryptography computer-vision autonomous-vehicles zk-snarks ai-security zero-knowledge-proofs groth16 verifiable-ai
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Mar 26, 2026 - Python
Capability denial benchmark proving 0% jailbreak rate across 160+ attack vectors. zkML safety proofs on Base mainnet.
benchmark machine-learning jailbreak base ai-safety zero-knowledge groth16 zkml llm-security capability-denial
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Feb 9, 2026 - Python
ZirForge Finance — post-quantum private institutional finance & RegTech subsystem on ZirOS. Artifact-only verification release: ZK proofs, verifier, Compact contracts, evidence, integrity spine.
cryptography midnight stark regtech zero-knowledge post-quantum defi groth16 zk-proofs sanctions-screening poseidon2 plonky3 kyc-aml proof-of-reserves
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Jun 11, 2026 - Python
A distributed WAF architecture combining ML-based threat detection, zero-knowledge verification, Byzantine consensus, and STIX/TAXII threat intelligence sharing.
distributed-systems machine-learning cybersecurity stix taxii-server web-application-firewall threat-intelligence anomaly-detection zero-knowledge-proofs groth16 federated-security
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Apr 24, 2026 - Python
ZKP-RA: Zero-Knowledge Proof Reasoning Anchors for mitigating memory poisoning in autonomous agentic DeFi — Groth16 zk-SNARKs, Circom circuits, on-chain Solidity verifier, Python agent guardian. 182ms proofs, 9.7x gas reduction vs zkML.
ethereum blockchain solidity zero-knowledge-proofs defi circom groth16 llm-security agentic-ai memory-poisoning
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Jun 5, 2026 - Python
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