Awesome List Updates on Nov 20, 2023

10 awesome lists updated today.

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1. Awesome Speaking

Videos

• KubeCon + CloudNativeCon 2020 Keynote: Hiding in the Dark - by Dan Kohn [07:51]

2. Awesome Polars

Blog posts / Miscellaneous

• Working with DateTime data in Polars - A blog post to helps you with the main operations that can be done with datetime data by Rielly Griffiths.

3. Awesome Swift

Misc

• MemberwiseInit (⭐150) - @MemberwiseInit is a Swift Macro that can more often provide your intended init, while following the same safe-by-default semantics of Swift’s memberwise initializers.

Alert / Barcode

• FullscreenPopup (⭐38) - Present any popup above NavigationBar in SwiftUI

4. Awesome Generative Deep Art

Prompt Engineering

• [2310.04438] A Brief History of Prompt: Leveraging Language Models: the paper presents an exploration of the evolution of prompt engineering. The author, Golam Md Muktadir, extensively used ChatGPT for content generation

Critical Views about Generative AI

• Risk and Harm: Unpacking Ideologies in the AI Discourse | Proceedings of the 5th International Conference on Conversational User Interfaces

• [2305.18654] Faith and Fate: Limits of Transformers on Compositionality

• [2210.02667] A Human Rights-Based Approach to Responsible AI

• On the Dangers of Stochastic Parrots | Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency

LLM Evaluation / Multi-agents

• [2311.09247] Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks

• vectara/hallucination-leaderboard (⭐2.6k): "leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents"

Image Segmentation / Deforum

• [Emu Video | Meta ](https://emu-video.metademolab.com/demo#/demo): state-of-the-art text-to-video generation

• Mustango: "Toward Controllable Text-to-Music Generation"

• Lyria by Google DeepMind: "transforming the future of music creation"

• Suno AI: "make any song you can imagine"

• Riffusion: this AI system generates singing voice for literally any text as input

• Stable Audio - Generative AI for music & sound fx

5. Awesome Vite

Framework-agnostic Plugins / Helpers

• vite-font-extractor-plugin (⭐6) - Utility that minification bundle fonts by glyphs.

6. Awesome Neovim

AI / Diagnostics

• jpmcb/nvim-llama (⭐274) - LLM (Llama 2 and llama.cpp) wrappers.

Snippet / Diagnostics

• rafamadriz/friendly-snippets (⭐2.4k) - Set of preconfigured snippets for different languages.

Editing Support / Diagnostics

• nat-418/boole.nvim (⭐179) - Toggle booleans and common string values.

7. Awesome Directus

Resources / Community

• Directus Extensions - A searchable index of Directus extensions, themes, OSes, and more.

8. Awesome Dotfiles

Tools / Ansible

• comtrya (⭐563) - Configuration management for localhost, written in Rust, for Linux, BSD, macOS, and Windows.

• Fisher (⭐8.5k) - A package manager for Fish.

• mackup (⭐15k) - Keep your application settings in sync (macOS/Linux).

Tools / macOS

• dockutil (⭐1.5k) - Command line tool for managing dock items.

• mas (⭐11k) - Mac App Store command line interface.

Archive/abandoned projects / macOS

• macOS Defaults (⭐1.3k)

9. Awesome Fuzzing

Papers / ACM Conference on Computer and Communications Security (ACM CCS)

• Fuzz on the Beach: Fuzzing Solana Smart Contracts, 2023

• NestFuzz: Enhancing Fuzzing with Comprehensive Understanding of Input Processing Logic, 2023

• Profile-Driven System Optimizations for Accelerated Greybox Fuzzing, 2023

• Hopper: Interpretative Fuzzing for Libraries, 2023

• Greybox Fuzzing of Distributed Systems, 2023

Tools / API

• IvySyn - IvySyn is a fully-automated framework for discovering memory error vulnerabilities in Deep Learning (DL) frameworks.

• MINER (⭐39) - MINER is a REST API fuzzer that utilizes three data-driven designs working together to guide the sequence generation, improve the request generation quality, and capture the unique errors caused by incorrect parameter usage.

• RestTestGen (⭐55) - RestTestGen is a robust tool and framework designed for automated black-box testing of RESTful web APIs.

• GraphFuzz (⭐10) - GraphFuzz is an experimental framework for building structure-aware, library API fuzzers.

• Minerva (⭐31) - Minerva is a browser fuzzer augmented by API mod-ref relations, aiming to synthesize highly-relevant browser API invocations in each test case.

• FANS (⭐255) - FANS is a fuzzing tool for fuzzing Android native system services. It contains four components: interface collector, interface model extractor, dependency inferer, and fuzzer engine.

Tools / CPU

• DifuzzRTL (⭐88) - DifuzzRTL is a differential fuzz testing approach for CPU verification.

• MorFuzz (⭐29) - MorFuzz is a generic RISC-V processor fuzzing framework that can efficiently detect software triggerable functional bugs.

• SpecFuzz (⭐30) - SpecFuzz is a tool to enable fuzzing for Spectre vulnerabilities

• Transynther (⭐21) - Transynther automatically generates and tests building blocks for Meltdown attacks with various faults and microcode assists.

Tools / Web

• TEFuzz (⭐16) - TEFuzz is a tailored fuzzing-based framework to facilitate the detection and exploitation of template escape bugs.

• Witcher (⭐91) - Witcher is a web application fuzzer that utilizes mutational fuzzing to explore web applications and fault escalation to detect command and SQL injection vulnerabilities.

• CorbFuzz (⭐3) - CorbFuzz is a state-aware fuzzer for generating as much reponses from a web application as possible without need of setting up database, etc.

Tools / Blockchain

• Fluffy (⭐59) - Fluffy is a multi-transaction differential fuzzer for finding consensus bugs in Ethereum.

• LOKI (⭐14) - LOKI is a blockchain consensus protocol fuzzing framework that detects the consensus memory related and logic bugs.

Tools / DBMS

• Squirrel (⭐197) - Squirrel is a fuzzer for database managment systems (DBMSs).

10. Awesome Games of Coding

Language Independent

• Lambda Spellcrafting Academy - A visual programming / puzzle game where you build spells to solve puzzles. Covers introductory programming, as well as some data structures and algorithms. The language is inspired by Lisp, but the game focuses on programming fundamentals that apply to most languages.

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