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cryptography

Aggregated news, research, and updates specifically regarding cryptography. Auto-curated by our AI Engine.

policy #security 📝 BlogAnalyzed: Jan 10, 2026 06:00

IETF Daily (2026-01-08): Accelerating PQC Implementation and the Emergence of an AI Trust Framework

Published:Jan 10, 2026 05:49

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1 min read

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Qiita AI

Analysis

This article summarizes IETF activity, specifically focusing on post-quantum cryptography (PQC) implementation and developments in AI trust frameworks. The focus on standardization efforts in these areas suggests a growing awareness of the need for secure and reliable AI systems. Further context is needed to determine the specific advancements and their potential impact.

Key Takeaways

•Reports on IETF activities related to AI.
•Highlights progress in Post-Quantum Cryptography (PQC) implementation.
•Covers the emergence of AI trust frameworks.

Reference

“"日刊IETFは、I-D AnnounceやIETF Announceに投稿されたメールをサマリーし続けるという修行的な活動です！！"”

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research #cryptography 📝 BlogAnalyzed: Jan 4, 2026 15:21

ChatGPT Explores Code-Based CSPRNG Construction

Published:Jan 4, 2026 07:57

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1 min read

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Qiita ChatGPT

Analysis

This article, seemingly generated by or about ChatGPT, discusses the construction of cryptographically secure pseudorandom number generators (CSPRNGs) using code-based one-way functions. The exploration of such advanced cryptographic primitives highlights the potential of AI in contributing to security research, but the actual novelty and rigor of the approach require further scrutiny. The reliance on code-based cryptography suggests a focus on post-quantum security considerations.

Key Takeaways

•The article discusses CSPRNG construction using code-based cryptography.
•It highlights the potential of AI in cryptographic research.
•The approach may be relevant to post-quantum cryptography.

Reference

“疑似乱数生成器（Pseudorandom Generator, PRG）は暗号の中核的構成要素であり、暗号化、署名、鍵生成など、ほぼすべての暗号技術に利用され...”

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Research #Cryptography 🔬 ResearchAnalyzed: Jan 10, 2026 08:10

Post-Quantum Cryptography Securing 5G Networks

Published:Dec 23, 2025 10:53

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1 min read

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ArXiv

Analysis

This article from ArXiv likely discusses the application of Post-Quantum Cryptography (PQC) to secure the 5G core network. It's crucial for the future of network security, as it addresses the potential vulnerabilities introduced by quantum computing.

Key Takeaways

•Explores the use of Post-Quantum Cryptography in 5G infrastructure.
•Addresses the security implications of quantum computing on modern networks.
•Potentially outlines implementation strategies for PQC in 5G core components.

Reference

“The article's context indicates a focus on post-quantum cryptography within the 5G core.”

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Research #Cryptography 🔬 ResearchAnalyzed: Jan 10, 2026 08:22

Efficient Mod Approximation in CKKS Ciphertexts

Published:Dec 23, 2025 00:53

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1 min read

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ArXiv

Analysis

This ArXiv paper likely presents novel techniques for optimizing modular arithmetic within the CKKS homomorphic encryption scheme. Improving the efficiency of mod approximation is crucial for practical applications of CKKS, as it impacts the performance of many computations.

Key Takeaways

•Focuses on improving the efficiency of modular arithmetic within the CKKS homomorphic encryption scheme.
•Addresses a core computational bottleneck for CKKS's practical use.
•Likely introduces new algorithmic or implementation techniques for approximation.

Reference

“The context mentions the paper focuses on efficient mod approximation and its application to CKKS ciphertexts.”

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Research #CV-QKD 🔬 ResearchAnalyzed: Jan 10, 2026 08:26

Challenges and Outlook for Point-to-Point CV-QKD Systems

Published:Dec 22, 2025 19:44

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1 min read

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ArXiv

Analysis

The article's focus on implementation challenges indicates a research-oriented exploration of Continuous-Variable Quantum Key Distribution (CV-QKD). This suggests a contribution towards understanding the practical limitations and potential improvements in building real-world CV-QKD systems.

Key Takeaways

•Focuses on practical implementation issues of CV-QKD systems.
•Highlights challenges associated with building point-to-point QKD links.
•Offers perspectives on future advancements in CV-QKD technology.

Reference

“The article is sourced from ArXiv, indicating a pre-print publication.”

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Research #Cryptography 🔬 ResearchAnalyzed: Jan 10, 2026 08:49

Quantum-Resistant Cryptography: Securing Cybersecurity's Future

Published:Dec 22, 2025 03:47

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1 min read

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ArXiv

Analysis

This article from ArXiv highlights the critical need for quantum-resistant cryptographic models in the face of evolving cybersecurity threats. It underscores the urgency of developing and implementing new security protocols to safeguard against future quantum computing attacks.

Key Takeaways

•Quantum computing poses a significant threat to existing cryptographic systems.
•Developing quantum-resistant cryptographic models is essential for future cybersecurity.
•Research in this area is ongoing, with new protocols and standards being developed.

Reference

“The article's source is ArXiv, indicating a focus on academic research.”

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Research #Blockchain 🔬 ResearchAnalyzed: Jan 10, 2026 11:09

Quantum Threat to Blockchain: A Security and Performance Analysis

Published:Dec 15, 2025 13:48

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1 min read

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ArXiv

Analysis

This ArXiv paper likely explores the vulnerabilities of blockchain technology to attacks from quantum computers, analyzing how quantum computing could compromise existing cryptographic methods used in blockchains. The study probably also assesses the performance impact of implementing post-quantum cryptographic solutions.

Key Takeaways

•Identifies potential vulnerabilities of blockchain systems to quantum computing attacks.
•Examines the need for post-quantum cryptographic solutions within blockchain.
•Analyzes the performance trade-offs associated with post-quantum security measures.

Reference

“The paper focuses on how post-quantum attackers reshape blockchain security and performance.”

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Research #Blockchain 🔬 ResearchAnalyzed: Jan 10, 2026 11:11

Security Analysis of Blockchain Applications and Consensus Protocols

Published:Dec 15, 2025 11:26

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1 min read

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ArXiv

Analysis

This ArXiv article provides a broad overview of security challenges within various blockchain implementations and consensus mechanisms. It's likely a survey or literature review, important for researchers but potentially lacking specific technical contributions.

Key Takeaways

•Addresses security concerns in diverse blockchain applications and protocols.
•Highlights the importance of secure consensus mechanisms for various blockchain use cases.
•Suggests a need for further research in securing areas like e-voting and CBDC implementation.

Reference

“The article covers topics like selfish mining, undercutting attacks, DAG-based blockchains, e-voting, cryptocurrency wallets, secure-logging, and CBDC.”

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Research #Cryptography 🔬 ResearchAnalyzed: Jan 10, 2026 11:29

Mage: AI Cracks Elliptic Curve Cryptography

Published:Dec 13, 2025 22:45

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1 min read

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ArXiv

Analysis

This research suggests a potential vulnerability in widely used cryptographic systems, highlighting the need for ongoing evaluation and potential updates to existing security protocols. The utilization of cross-axis transformers demonstrates a novel approach to breaking these defenses.

Key Takeaways

•AI is demonstrating capabilities to undermine established cryptographic methods.
•Cross-axis transformers are a novel technique in AI-driven cryptography attacks.
•This necessitates a reevaluation of current security practices.

Reference

“The research is sourced from ArXiv.”

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Research #Cryptography 🔬 ResearchAnalyzed: Jan 10, 2026 12:30

New Pseudorandom Codes Emerge from Permutation Puzzles

Published:Dec 9, 2025 18:53

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1 min read

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ArXiv

Analysis

This article discusses a novel approach to generating improved pseudorandom codes using a permutation-based puzzle method. While the specifics of the method are not detailed, the implication is a potential advancement in cryptographic applications or simulations where randomness is critical.

Key Takeaways

•The research focuses on generating pseudorandom codes.
•The method utilizes permuted puzzles.
•Potential applications may involve cryptography.

Reference

“The source is ArXiv, suggesting the article is a scientific publication.”

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Research #Distribution Testing 🔬 ResearchAnalyzed: Jan 10, 2026 14:10

Interactive Proofs Advance Distribution Testing

Published:Nov 27, 2025 05:30

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1 min read

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ArXiv

Analysis

This ArXiv article likely presents novel research in theoretical computer science, focusing on the intersection of interactive proof systems and distribution testing. The research could offer improvements to the efficiency or capabilities of algorithms used to analyze data distributions.

Key Takeaways

•Focuses on interactive proofs, a cryptographic technique used to verify computations.
•Applies interactive proofs to distribution testing, the process of analyzing datasets.
•The research may improve the efficiency and accuracy of data analysis algorithms.

Reference

“The article is from ArXiv, indicating it is likely a pre-print of a research paper.”

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Research #Machine Learning 👥 CommunityAnalyzed: Jan 10, 2026 16:15

Zero-Knowledge Machine Learning: An Emerging Paradigm

Published:Apr 5, 2023 16:47

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1 min read

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Hacker News

Analysis

This article likely introduces the concept of zero-knowledge machine learning, potentially discussing its benefits in terms of privacy and security. The piece's impact depends on the depth of the explanation and the intended audience, likely targeting those with a technical background.

Key Takeaways

•Zero-knowledge machine learning aims to perform machine learning tasks without revealing the underlying data.
•This approach enhances privacy and allows for secure collaborations.
•The article probably explores the technical challenges and potential applications of this method.

Reference

“The article likely discusses a novel approach to machine learning.”

Permalink Hacker News

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cryptography

IETF Daily (2026-01-08): Accelerating PQC Implementation and the Emergence of an AI Trust Framework

Analysis

Key Takeaways

ChatGPT Explores Code-Based CSPRNG Construction

Analysis

Key Takeaways

Post-Quantum Cryptography Securing 5G Networks

Analysis

Key Takeaways

Efficient Mod Approximation in CKKS Ciphertexts

Analysis

Key Takeaways

Challenges and Outlook for Point-to-Point CV-QKD Systems

Analysis

Key Takeaways

Quantum-Resistant Cryptography: Securing Cybersecurity's Future

Analysis

Key Takeaways

Quantum Threat to Blockchain: A Security and Performance Analysis

Analysis

Key Takeaways

Security Analysis of Blockchain Applications and Consensus Protocols

Analysis

Key Takeaways

Mage: AI Cracks Elliptic Curve Cryptography

Analysis

Key Takeaways

New Pseudorandom Codes Emerge from Permutation Puzzles

Analysis

Key Takeaways

Interactive Proofs Advance Distribution Testing

Analysis

Key Takeaways

Zero-Knowledge Machine Learning: An Emerging Paradigm

Analysis

Key Takeaways

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IETF Daily (2026-01-08): Accelerating PQC Implementation and the Emergence of an AI Trust Framework

Analysis

Key Takeaways

ChatGPT Explores Code-Based CSPRNG Construction

Analysis

Key Takeaways

Post-Quantum Cryptography Securing 5G Networks

Analysis

Key Takeaways

Efficient Mod Approximation in CKKS Ciphertexts

Analysis

Key Takeaways

Challenges and Outlook for Point-to-Point CV-QKD Systems

Analysis

Key Takeaways

Quantum-Resistant Cryptography: Securing Cybersecurity's Future

Analysis

Key Takeaways

Quantum Threat to Blockchain: A Security and Performance Analysis

Analysis

Key Takeaways

Security Analysis of Blockchain Applications and Consensus Protocols

Analysis

Key Takeaways

Mage: AI Cracks Elliptic Curve Cryptography

Analysis

Key Takeaways

New Pseudorandom Codes Emerge from Permutation Puzzles

Analysis

Key Takeaways

Interactive Proofs Advance Distribution Testing

Analysis

Key Takeaways

Zero-Knowledge Machine Learning: An Emerging Paradigm

Analysis

Key Takeaways

📬 Get AI News Delivered

Browse by Category

Trending Topics