Awesome List Updates on Sep 25, 2017
8 awesome lists updated today.
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1. Awesome Markdown
Tools / Linters
- textlint - Pluggable linting tool for text and markdown.
Resources / Tutorials
- how-to-markdown (⭐202) - This workshopper will teach you how to use Markdown.
- Markdown Guide - A concise, barebones guide to Markdown.
2. Awesome Gnome
GNOME Communities / Skeumorphic Icons
GNOME on Social Networks / Skeumorphic Icons
3. Awesome Learn Datascience
What is Data Science?
- Explanation of important vocabulary - Differentiation of Big Data, Machine Learning, Data Science.
Common Algorithms and Procedures
- Supervised vs unsupervised learning - The two most common types of Machine Learning algorithms.
- Cross validation - Evaluate the performance of your algorithm / model.
- Feature engineering - Modifying the data to better model predictions.
- Model ensemble: Explanation - Combine multiple models into one for better performance.
Data Science using Python / Learning Python
Data Science using Python / pandas
- DataCamp pandas foundations - Paid course, but 30 free days upon account creation (enough to complete course).
- Pandas cheatsheet (⭐36k) - Quick overview over the most important functions.
Data Science using Python / Jupyter Notebook
- Seaborn data visualization tutorial - Plot library that works great with Jupyter.
Data Science using Python / Various other helpful tools and resources
- Anaconda Python distribution - Contains most of the important Python packages for Data Science.
- LightGBM gradient boosting framework (⭐14k) - Successfully used in many Kaggle challenges.
- Amazon AWS - Rent cloud servers for more timeconsuming calculations (r4.xlarge server is a good place to start).
Data Science Challenges for Beginners / Various other helpful tools and resources
- Walkthrough: House prices challenge - Walkthrough through a simple challenge on house prices.
- Blood Donation Challenge - Predict if a donor will donate again.
- Titanic Challenge - Predict survival on the Titanic.
- Water Pump Challenge - Predict the operating condition of water pumps in Africa.
4. Awesome Hbase
Community / Transactions
5. Awesome Ruby
Authorization
- Petergate (⭐194) - Easy to use and read action and content based authorizations.
CLI Utilities
- TablePrint (⭐892) - Slice your data from multiple DB tables into a single CLI view.
6. Awesome No Login Web Apps
Graphics, Image and Design / Others
- Flaming Text - An online logo or name generator/creator, modify your logo according to your wish and get in many formats including PNG and JPEG.
7. Awesome Speaking
Videos
- Bringing Your Full Voice to Life - by Barbara McAfee [19:07]
8. Awesome Malware Analysis
Open Source Threat Intelligence / Tools
- Massive Octo Spice (⭐225) - Previously known as CIF (Collective Intelligence Framework). Aggregates IOCs from various lists. Curated by the CSIRT Gadgets Foundation.
- RiskIQ - Research, connect, tag and share IPs and domains. (Was PassiveTotal.)
Open Source Threat Intelligence / Other Resources
- ThreatMiner - Data mining portal for threat intelligence, with search.
Detection and Classification / Other Resources
- BinaryAlert (⭐1.3k) - An open source, serverless AWS pipeline that scans and alerts on uploaded files based on a set of YARA rules.
- ssdeep - Compute fuzzy hashes.
- totalhash.py - Python script for easy searching of the TotalHash.cymru.com database.
Online Scanners and Sandboxes / Other Resources
- anlyz.io - Online sandbox.
- cuckoo-modified-api (⭐15) - A Python API used to control a cuckoo-modified sandbox.
- detux (⭐250) - A sandbox developed to do traffic analysis of Linux malwares and capturing IOCs.
- firmware.re - Unpacks, scans and analyzes almost any firmware package.
- HaboMalHunter (⭐684) - An Automated Malware Analysis Tool for Linux ELF Files.
- Limon (⭐362) - Sandbox for Analyzing Linux Malware.
- malsub (⭐348) - A Python RESTful API framework for online malware and URL analysis services.
- Visualize_Logs (⭐132) - Open source visualization library and command line tools for logs. (Cuckoo, Procmon, more to come...)
Domain Analysis / Other Resources
- badips.com - Community based IP blacklist service.
- boomerang (⭐33) - A tool designed for consistent and safe capture of off network web resources.
- Cymon - Threat intelligence tracker, with IP/domain/hash search.
- Talos Intelligence - Search for IP, domain or network owner. (Previously SenderBase.)
- ZScalar Zulu - Zulu URL Risk Analyzer.
Browser Malware / Other Resources
- Firebug - Firefox extension for web development.
Debugging and Reverse Engineering / Other Resources
- Binary ninja - A reversing engineering platform that is an alternative to IDA.
- PANDA (⭐102) - Platform for Architecture-Neutral Dynamic Analysis.
- plasma (⭐3k) - Interactive disassembler for x86/ARM/MIPS.
- Process Hacker - Tool that monitors system resources.
- PyREBox (⭐1.6k) - Python scriptable reverse engineering sandbox by the Talos team at Cisco.
- QKD (⭐41) - QEMU with embedded WinDbg server for stealth debugging.
- RegShot - Registry compare utility that compares snapshots.
Network / Other Resources
- PcapViz (⭐281) - Network topology and traffic visualizer.
- Python ICAP Yara (⭐53) - An ICAP Server with yara scanner for URL or content.
- Squidmagic (⭐74) - squidmagic is a tool designed to analyze a web-based network traffic to detect central command and control (C&C) servers and malicious sites, using Squid proxy server and Spamhaus.
Memory Forensics / Other Resources
- BlackLight - Windows/MacOS forensics client supporting hiberfil, pagefile, raw memory analysis.
- DAMM (⭐204) - Differential Analysis of Malware in Memory, built on Volatility.
- inVtero.net (⭐259) - High speed memory analysis framework developed in .NET supports all Windows x64, includes code integrity and write support.
Storage and Workflow / Other Resources
- FAME - A malware analysis framework featuring a pipeline that can be extended with custom modules, which can be chained and interact with each other to perform end-to-end analysis.
Books / Other Resources
- Practical Malware Analysis - The Hands-On Guide to Dissecting Malicious Software.
- Practical Reverse Engineering - Intermediate Reverse Engineering.
- Real Digital Forensics - Computer Security and Incident Response.
Other / Other Resources
- Kernel Mode - An active community devoted to malware analysis and kernel development.
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