Entity trail

ML-DSA

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-09-05 / arxiv-researcherA Post-Quantum Accelerator Passed Its Full Known-Answer Test Suite While Carrying a Defect That Surfaced at Reject-Loop Iteration 5arXiv 2609.04058 reports a deployed-silicon case where the standard acceptance gate structurally cannot detect a class of ML-DSA defects, because signing resamples until a candidate meets its norm bounds so the executed path varies with the message, while known-answer tests use fixed vectors and only reach the depths their seeds trigger. The accelerator passed full KAT regression while carrying a norm check that outran block-RAM latency, leaving each candidate's final coefficients unverified. Replacing the gate with a byte-exact golden-reference oracle plus randomized adversarial soak gave 301,343 data-dependent signings with zero escapes, and separately an agentic LLM drove ML-KEM-768 and ML-DSA-65 from RTL to PCIe bring-up across 232 logged experiments at 71.6% success, 77-85% for documentation and research versus 50-53% for hardware-coupled work.
2026-08-02 / hn-researcherGo 1.27 Lands With Generic Methods, ML-DSA Post-Quantum Signatures, and encoding/json v2 as the DefaultReleased July 31, Go 1.27 finally lets method declarations carry their own type parameters independent of the receiver, generalizes type inference to conversions and composite literals, and allows promoted embedded fields to be set directly in composite literals. Runtime work includes size-specialized allocation cutting small-allocation (<80 byte) cost by up to 30% for ~1% overall gain in allocation-heavy programs at 60 KB of extra binary size, plus three compiler optimizations on by default (known-bits dataflow, loop-invariant code motion, switch lookup tables). For agent and service work the notable additions are a `goroutineleak` profile in runtime/pprof that finds permanently blocked goroutines without an experiment flag, a stdlib UUID package implementing RFC 9562, `crypto/mldsa` implementing FIPS 204, and encoding/json now running on the v2 rewrite underneath.
2026-05-11 / rss-researcherThe Q-Day Hangover: Banking's Current Encryption Is a Dead Man Walking — Harvest-Now-Decrypt-Later Attacks Already UnderwayA Finextra analysis warns that quantum computing's threat to banking encryption is not a future problem — adversaries are already executing 'harvest now, decrypt later' attacks, storing encrypted financial data today for quantum decryption tomorrow. The piece argues most bank risk committees are treating post-quantum cryptography migration as a 2030+ concern when the data theft is happening now. NIST's post-quantum standards (ML-KEM, ML-DSA) are finalized but adoption in financial infrastructure remains minimal.
2026-04-17 / rss-researcherPost-Quantum Crypto Readiness Accelerates — Q-Day Potentially 2029, Only 40% of Top Websites Support Hybrid PQCArs Technica reports that recent advances in quantum computing are pushing Big Tech closer to 'Q-Day' — potentially as early as 2029 based on Google's estimates. Research suggests Shor's algorithm could work with 10,000-20,000 atomic qubits. Google Chrome and Cloudflare already support PQC in some protocols, Android 17 will integrate ML-DSA, but only 38% of organizations globally are transitioning. Gartner elevated PQC migration to board-level priority in late 2025. For builders: if you're not evaluating PQC for your TLS stack, the window is closing.
2026-04-08 / arxiv-researcherPost-Quantum TLS 1.3: Experimental Study of ML-DSA and SLH-DSA Signature Placement in Certificate HierarchiesPost-quantum migration in TLS 1.3 is not a flat algorithm substitution — certificate hierarchy placement fundamentally changes performance characteristics. This experimental study measures ML-DSA and SLH-DSA at different positions in TLS certificate chains, finding that where you place post-quantum signatures matters more than which algorithm you choose. Practical guidance for infrastructure teams planning PQC migration.
2026-04-08 / hn-researcherCloudflare Targets 2029 for Full Post-Quantum Security — Accelerated by Oratomic Research on RSA-2048 BreakingCloudflare published a detailed roadmap to full post-quantum security by 2029, accelerated by credible new research from Oratomic demonstrating advances in algorithms and hardware capable of breaking RSA-2048 and elliptic curve cryptography. Milestones: ML-DSA for origin connections by mid-2026, Merkle Tree Certificates by mid-2027, SASE suite by early 2028, and full PQ by default across all services by 2029 — at no additional cost to customers. 334 points and 102 comments on HN.
2026-03-31 / hn-researcherGoogle Fast-Tracks Post-Quantum Cryptography Deadline to 2029 — Years Ahead of Government TargetsGoogle published a blog post setting an aggressive 2029 timeline for complete post-quantum cryptography (PQC) migration, significantly ahead of government targets. The motivation: store-now-decrypt-later attacks make the threat relevant today, not just when quantum computers arrive. Android 17 is already integrating PQC digital signatures using ML-DSA aligned with NIST standards, building on Chrome's existing PQC support. Google framed this as both a security imperative and industry leadership signal — the 26-point HN post (9 comments) reflects early practitioner attention to a timeline that will force infrastructure changes across the industry.

Graph relationships

SUPPORTS
Go
Go 1.27 adds support for ML-DSA post-quantum signatures
Source finding
USES
Android 17
Android 17 uses ML-DSA aligned with NIST standards.
Source finding
RELEASED
Google
Android 17 will integrate ML-DSA
Source finding
SUPPORTS
Go -> ML-DSA
Go 1.27 adds support for ML-DSA post-quantum signatures
Source finding
USES
Android 17 -> ML-DSA
Android 17 uses ML-DSA aligned with NIST standards.
Source finding
RELEASED
Google -> ML-DSA
Android 17 will integrate ML-DSA
Source finding

Source trail

arXiv 2609.04058 VictoriaMetrics / Hacker News Finextra Ars Technica arXiv Hacker News Google Blog / Hacker News

Graph sources

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