Tag: memory

  • Hacker News: Rustls Outperforms OpenSSL and BoringSSL

    Source URL: https://www.memorysafety.org/blog/rustls-performance-outperforms/ Source: Hacker News Title: Rustls Outperforms OpenSSL and BoringSSL Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the advancements in the Rustls TLS library, focusing on its performance and memory safety features, which are critical for secure communication in applications. Rustls aims to overcome the vulnerabilities associated with…

  • The Cloudflare Blog: How we use OpenBMC and ACPI power states to monitor the state of our servers

    Source URL: https://blog.cloudflare.com/how-we-use-openbmc-and-acpi-power-states-to-monitor-the-state-of-our-servers Source: The Cloudflare Blog Title: How we use OpenBMC and ACPI power states to monitor the state of our servers Feedly Summary: Cloudflare’s global fleet benefits from being managed by open source firmware for the Baseboard Management Controller (BMC), OpenBMC. This has come with various challenges, some of which we discuss here…

  • Hacker News: Fine-Tuning LLMs: A Review of Technologies, Research, Best Practices, Challenges

    Source URL: https://arxiv.org/abs/2408.13296 Source: Hacker News Title: Fine-Tuning LLMs: A Review of Technologies, Research, Best Practices, Challenges Feedly Summary: Comments AI Summary and Description: Yes Summary: This guide extensively covers the fine-tuning of Large Language Models (LLMs), detailing methodologies, techniques, and practical applications. Its relevance to AI and LLM security professionals is underscored by discussions…

  • Cloud Blog: We tested Intel’s AMX CPU accelerator for AI. Here’s what we learned

    Source URL: https://cloud.google.com/blog/products/identity-security/we-tested-intels-amx-cpu-accelerator-for-ai-heres-what-we-learned/ Source: Cloud Blog Title: We tested Intel’s AMX CPU accelerator for AI. Here’s what we learned Feedly Summary: At Google Cloud, we believe that cloud computing will increasingly shift to private, encrypted services where users can be confident that their software and data are not being exposed to unauthorized actors. In support…

  • Hacker News: VPTQ: Extreme low-bit Quantization for real LLMs

    Source URL: https://github.com/microsoft/VPTQ Source: Hacker News Title: VPTQ: Extreme low-bit Quantization for real LLMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses a novel technique called Vector Post-Training Quantization (VPTQ) designed for compressing Large Language Models (LLMs) to extremely low bit-widths (under 2 bits) without compromising accuracy. This innovative method can…

  • Hacker News: The empire of C++ strikes back with Safe C++ blueprint

    Source URL: https://www.theregister.com/2024/09/16/safe_c_plusplus/ Source: Hacker News Title: The empire of C++ strikes back with Safe C++ blueprint Feedly Summary: Comments AI Summary and Description: Yes Summary: The C++ community has proposed the Safe C++ Extensions to enhance memory safety in the language, responding to increasing pressure from public and private sectors for more secure coding…

  • Hacker News: Implementing neural networks on the "3 cent" 8-bit microcontroller

    Source URL: https://cpldcpu.wordpress.com/2024/05/02/machine-learning-mnist-inference-on-the-3-cent-microcontroller/ Source: Hacker News Title: Implementing neural networks on the "3 cent" 8-bit microcontroller Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the implementation of a neural network-based inference engine for recognizing handwritten digits (from the MNIST dataset) on extremely low-end microcontrollers, specifically the Padauk 8-bit microcontroller series. It…

  • Slashdot: Spectre Flaws Still Haunt Intel, AMD as Researchers Found Fresh Attack Method

    Source URL: https://hardware.slashdot.org/story/24/10/19/0619245/spectre-flaws-still-haunt-intel-amd-as-researchers-found-fresh-attack-method?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Spectre Flaws Still Haunt Intel, AMD as Researchers Found Fresh Attack Method Feedly Summary: AI Summary and Description: Yes Summary: The newly disclosed cross-process Spectre attack exposes persistent flaws in Intel and AMD processors, hindering full mitigation efforts six years after the vulnerabilities’ original report. Researchers from ETH Zurich…

  • Simon Willison’s Weblog: mistral.rs

    Source URL: https://simonwillison.net/2024/Oct/19/mistralrs/#atom-everything Source: Simon Willison’s Weblog Title: mistral.rs Feedly Summary: mistral.rs Here’s an LLM inference library written in Rust. It’s not just for that one family of models – like how llama.cpp has grown beyond Llama, mistral.rs has grown beyond Mistral. This is the first time I’ve been able to run the Llama 3.2…

  • Hacker News: Cross-Process Spectre Exploitation

    Source URL: https://grsecurity.net/cross_process_spectre_exploitation Source: Hacker News Title: Cross-Process Spectre Exploitation Feedly Summary: Comments AI Summary and Description: Yes **Summary**: This detailed text discusses a newly developed cross-process Spectre attack exploiting vulnerabilities in Intel processors, specifically involving the Indirect Branch Prediction Barrier (IBPB). The attack showcases how certain exploit methodologies can retain unauthorized data through microcode…