Archive | November, 2019

AIEngine – AI-driven Network Intrusion Detection System


AIEngine is a next-generation interactive/programmable Python/Ruby/Java/Lua and Go AI-driven Network Intrusion Detection System engine with capabilities of learning without any human intervention, DNS domain classification, Spam detection, network collector, network forensics and many others.

AIEngine - AI-driven Network Intrusion Detection System


AIEngine also helps network/security professionals to identify traffic and develop signatures for use them on NIDS, Firewalls, Traffic classifiers and so on.

Functionality of AIEngine AI-driven Network Intrusion Detection System

The main functionalities of AIEngine are:

  • Support for interacting/programing with the user while the engine is running.
  • Support for PCRE JIT for regex matching.
  • Support for regex graphs (complex detection patterns).
  • Support six types of NetworkStacks (lan, mobile, lan6, virtual, oflow and mobile6).
  • Support Sets and Bloom filters for IP searches.
  • Supports x86_64, ARM and MIPS architecture over operating systems such as Linux, FreeBSD and MacOS.
  • Support for HTTP, DNS and SSL Domains matching.
  • Support for banned domains and hosts for HTTP, DNS, SMTP and SSL.
  • Frequency analysis for unknown traffic and auto-regex generation.
  • Generation of Yara signatures.
  • Easy integration with databases (MySQL, Redis, Cassandra, Hadoop, etc…) for data correlation.
  • Easy integration with other packet engines (Netfilter).
  • Support memory clean caches for refresh stored memory information.
  • Support for detect DDoS at network/application layer.
  • Support for rejecting TCP/UDP connections.
  • Support for network forensics on real time.
  • Support for JA3 TLS Signatures on SSL.
  • Supports protocols such as Bitcoin, CoAP, DHCPv4/DHCPv6, DNS, GPRS, GRE, HTTP, ICMPv4/ICMPv6, IMAP, IPv4/v6, Modbus, MPLS, MQTT, Netbios, NTP, OpenFlow, PPPoE, POP, Quic, RTP, SIP, SMB, SMTP, SSDP, SSH, SSL, TCP, UDP, VLAN, VXLAN.
  • Integration of HTTP Server for retrieve and configure the system.

Using AIEngine AI-driven Network Intrusion Detection System

To use AIEngine(reduce version) just execute the binary aiengine or use the python/ruby/java/lua binding.

You can download AIEngine here:

aiengine-1.9.1.tar.gz

Or read more here.

Posted in: Security Software

Topic: Security Software


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Sooty – SOC Analyst All-In-One CLI Tool


Sooty is a tool developed with the task of aiding a SOC analyst to automate parts of their workflow and speed up their process.

Sooty - SOC Analyst All-In-One CLI Tool


The main goal of Sooty is to perform as much of the routine checks as possible which allows the analyst more time to spend on deeper analysis.

Features of Sooty SOC Analyst CLI Tool

  • Sanitise URL’s to be safe to send in emails
  • Perform reverse DNS and DNS lookups
  • Perform reputation checks from:
  • Check if an IP address is a TOR exit node
  • Decode Proofpoint URL’s, UTF-8 encoded URLS, Office SafeLink URL’s and Base64 Strings
  • Get file hashes and compare them against VirusTotal (see requirements)
  • Perform WhoIs Lookups
  • Check Usernames and Emails against HaveIBeenPwned to see if a breach has occurred. (see requirements)
  • Simple analysis of emails to retrieve URL’s, emails and header information.
  • Extract IP addresses from emails.
  • Unshorten URL’s that have been shortened by external services. (Limited to 10 requests per hour)
  • Query URLScan.io for reputation reports.
  • Analyze email addresses for known malicious activity and report on domain reputation utilising EmailRep.io
  • Create dynamic email templates that can be used as a base for phishing triage response.(.msg only, .eml coming in future update)

Installing Sooty SOC Analyst CLI Tool

  • Python 3.x
  • Install all dependencies from the requirements.txt file. pip install -r requirements.txt
  • To use the Hash comparison with VirusTotal requires an API key, replace the key VT_API_KEY in the code with your own key. The tool will still function without this key, however this feature will not work.
  • To use the Reputation Checker with AbuseIPDB requires an API Key, replace the key AB_API_KEY in the code with your own key. The tool will still function without this key, however this feature will not work.
  • To use the URLScan.io checker function with URLScan requires an API Key, replace the key URLSCAN_IO_KEY in the code with your own key. The tool will still function without this key, however this feature will not work.
  • Use of the HaveIBeenPwned functionality requires an API Key, replace the key HIBP_API_KEY in the code with your own key. The tool will still function without this key, however this feature will not work.

You can download Sooty here:

Sooty-master.zip

Or read more here.

Posted in: Countermeasures

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