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Phishing tradecraft research desk covering campaign analysis, adversary infrastructure, detection engineering, and validation workflows.

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Research DeskLatest update July 19, 202659 research entries

Independent Research Desk

Phishing Tradecraft · Infrastructure · Detection Engineering

The research desk for phishing tradecraft.

PhishPond researches how modern phishing operations are built, run, and detected — campaign evolution, adversary infrastructure, phishing kits, OAuth and device-code abuse, AiTM frameworks, and the detection and validation workflows that catch them.

Latest researchGet the intel brief

Research Desk

On the desk this week

  • 9featured investigations
  • 9research notes in the archive
  • 5intel streams for security teams

A working research desk: fast scans for fresh intel, project radar, trend tracking, and deeper tradecraft and detection analysis.

Recurring Intel

What to track this week

Intel brief
Campaign SignalsFast campaign and supplier-risk intelTradecraft WatchActor-informed methods to emulate and detectDetection & ValidationControls, telemetry, and validation workflowsProject RadarGitHub tooling worth a research scan

Attack-Side Tradecraft

Attack Tradecraft

Campaign tradecraft, lure mechanics, adversary infrastructure, identity pressure, and operator workflows worth modeling.

12 attack-side reads

Detection Engineering

Detection & Validation

Detection engineering, telemetry analysis, reporting workflows, and validation that security teams can operationalize.

32 detection reads

APT Tradecraft

Methods Watch

Emerging procedures, tooling, initial-access patterns, and cross-team tradecraft from real-world actor reporting.

15 tradecraft reads

GitHub Trends

Project Radar

20 live
  • Dual-use projectphishdestroy/destroylistHTML · 1,762 stars
  • Blue team toolromainmarcoux/malicious-domainsDIGITAL Command Language · 115 stars
  • Blue team toolromainmarcoux/malicious-outgoing-ipRepo · 40 stars

New Today

Fresh intel since the last refresh

0 new articles, 3 new projects

Projects

  • Blue team toolkawaiipantsu/spamassassin-rules

    59 stars

  • Blue team toolsmed79/easylist-hosts

    15 stars

  • Dual-use projectSagarBiswas-MultiHAT/PhishGuard-AI

    Python17 stars

Blue TeamDefense Pattern

Lead Research

Blue TeamFeaturedDetection & ValidationJul 19, 2026

OAuth Client-ID Spoofing Turns App Identity Into Enumeration Noise

The authentication failures look fragmented by app, but the campaign becomes visible when defenders pivot on missing app names, error semantics, source behavior, and tenant-wide volume.

Two large Entra ID campaigns used hundreds of thousands to millions of fictional OAuth client IDs to spread account enumeration across apparent applications.

Read more:Proofpoint Threat ResearchMicrosoft Learn

By PhishPond Desk · 9 min read

On the Desk

Latest Research

  • The 2024–2026 AitM Phishing-as-a-Service Market: Tycoon, EvilProxy, Mamba, Greatness
  • The Console Is the New Inbox: AiTM Phishing Comes for AWS Sign-In
  • The Hosting Layer Nobody Blocks: Bulletproof Providers, Takedowns, and the CDN Hop
  • ClickFix Grows a Backend: API-Served Payloads and the Windows Terminal Pivot
  • The Admin Calls You: Cross-Tenant Teams Screen-Control to EtherRAT
  • OAuth Client-ID Spoofing Turns App Identity Into Enumeration Noise

Live Collection

Outside Intel Watch

Articles & Analysis

5 tracked
  • Protecting organizations from AI-assisted executive impersonation and invoice fraud

    Microsoft Security BlogSep 10, 2026Vendor Research

    Mailbox and payment workflow abuse creates business risk without malware.

    Read more:Microsoft Security Blog

  • AVEVA Pipeline Integrity Monitor

    CISA AdvisoriesSep 10, 2026Government Advisory

    Identity and session abuse can turn a single successful lure into account takeover.

    Read more:CISA Advisories

  • ST Engineering iDirect iQ-Series Terminals (Update A)

    CISA AdvisoriesSep 10, 2026Government Advisory

    Identity and session abuse can turn a single successful lure into account takeover.

    Read more:CISA Advisories

  • Copyright scammers get Instagram accounts suspended and demand payment

    Malwarebytes LabsSep 10, 2026Vendor Research

    Finance workflows remain exposed when trust signals come from compromised inboxes.

    Read more:Malwarebytes Labs

  • Nearly 1 in 10 Exposed LiteLLM Gateways Accepted the Example "sk-1234" Admin Key

    The Hacker NewsSep 10, 2026News

    Identity and session abuse can turn a single successful lure into account takeover.

    Read more:The Hacker News

GitHub Project Radar

5 tracked
  • Dual-use projectphishdestroy/destroylist

    HTML1.8K starspushed Sep 11, 2026

    Real-time phishing & scam domain blocklist - 208k+ curated threats, 1M+ community, free API, multiple formats Primary language: HTML. 1,762 stars.

    Open project:GitHub

    #anti-phishing#blacklist#blocklist#crypto-scam

  • Blue team toolromainmarcoux/malicious-domains

    DIGITAL Command Language115 starspushed Sep 11, 2026

    Aggregation of lists of malicious domains (phishing) that can be integrated into FortiGate firewalls and other products. Primary language: DIGITAL Command Language. 115 stars.

    Open project:GitHub

    #blocklist#blocklists#domains-blacklist#domains-list

  • Blue team toolromainmarcoux/malicious-outgoing-ip

    40 starspushed Sep 11, 2026

    Aggregation of lists of malicious IP addresses (C2, malware, phishing), to be blocked in the LAN > WAN direction, integrated into firewalls: FortiGate, Palo Alto, pfSense, IPtables 40 stars.

    Open project:GitHub

    #blocklist#blocklists#c2#firewall

  • Dual-use project0xDanielLopez/TweetFeed

    681 starspushed Sep 11, 2026

    TweetFeed collects Indicators of Compromise (IOCs) shared by the infosec community at Twitter. Here you will find malicious URLs, domains, IPs, and SHA256/MD5 hashes. 681 stars.

    Open project:GitHub

    #blueteam#malware#malware-detection#malware-research

  • Blue team toolZaczero/pihole-phishtank

    Shell13 starspushed Sep 11, 2026

    🐟 PhishTank Blocklist for Pi-hole Primary language: Shell. 13 stars.

    Open project:GitHub

    #blocklist#hosts#phishing#pihole

Coverage Map

Choose your intel stream

Campaign Analysis

Specific campaigns, actor activity, and the lures behind them.

Tradecraft Labs

How techniques work end-to-end — walkthroughs and operator workflows.

Infrastructure Intelligence

Adversary infrastructure: kits, AiTM, redirectors, and sending abuse.

Detection & Validation

Detection engineering, telemetry, validation, and response.

Research Reports

Longer research notes, measurement, and periodic briefs.

Search Tool

Search Intelligence

Search titles, authors, tags, and body text across the PhishPond research archive.

Showing 5 matching entries.Clear search

Search Results for "Entra ID"

Field Analysis

Dual UseInfrastructure IntelligenceJul 19, 202610 min read

The Console Is the New Inbox: AiTM Phishing Comes for AWS Sign-In

A June 2026 wave of AWS console phishing sites relayed sign-in and MFA to the real AWS in real time, capturing session material from a curated list of engineers. AiTM has moved past Microsoft identity, and the detection has to move with it.

Read more:Datadog Security LabsNVISO Labs

By PhishPond Desk

  • #AitM
  • #AWS
  • #Cloud Identity

Field Analysis

Blue TeamInfrastructure IntelligenceJun 12, 202613 min read

Trusted Notification Systems Are Becoming Phishing Delivery

Scammers abusing a real Microsoft account-alert sender are part of a wider pattern: attackers are turning legitimate SaaS notification workflows into authenticated phishing infrastructure.

Read more:TechCrunchAbnormal AI

By PhishPond Desk

  • #Infrastructure Intelligence
  • #Microsoft 365
  • #Trusted Sender Abuse

Field Analysis

Dual UseInfrastructure IntelligenceJun 7, 20269 min read

Kali365 Outgrows Microsoft 365: Operator Pivots to Okta, AWS, and a Russian-Language Cluster

Arctic Wolf's June 2 follow-up describes the Kali365 operator expanding well beyond Microsoft 365: Okta SSO, Xerox DocuShare, AWS-style endpoints, and a Russian-language cluster including MAX Messenger account takeover via real SMS OTPs. Proofpoint's research places the kit inside a broader cluster of AI-generated device-code lookalikes.

Read more:Arctic Wolf LabsProofpoint

By PhishPond Desk

  • #Infrastructure Intelligence
  • #Phishing-as-a-Service
  • #Kali365

Field Analysis

Blue TeamTradecraft LabsMay 1, 202611 min read

Device Code Phishing: A Walkthrough and Detection Playbook

Device code phishing turns a legitimate OAuth flow into a credential-free token theft technique. Here is how it runs end-to-end and what defenders can hunt on in Sentinel and Defender XDR.

Read more:Microsoft Security BlogIETF

By PhishPond Desk

  • #Device Code
  • #OAuth
  • #Identity

Field Analysis

Blue TeamDetection & ValidationApr 22, 20269 min read

From User Report to Token Revocation: A 60-Minute M365 Phishing Response Walkthrough

Most M365 phishing incidents are decided in the first hour. This walkthrough lays out a 60-minute response chain from user report to refresh-token revocation and consent reversal.

Read more:Microsoft LearnMicrosoft Threat Intelligence

By PhishPond Desk

  • #Incident Response
  • #Entra ID
  • #Token Theft

Radar Shortcuts

  • All GitHub radar projects
  • Red team reads
  • Blue team reads

Trending Topics

  • #AiTM
  • #Device Code
  • #OAuth Abuse
  • #ClickFix
  • #Session Hijacking
  • #Detection Engineering

Latest News

  • Protecting organizations from AI-assisted executive impersonation and invoice fraud

    Microsoft Security BlogSep 10, 2026

  • AVEVA Pipeline Integrity Monitor

    CISA AdvisoriesSep 10, 2026

  • ST Engineering iDirect iQ-Series Terminals (Update A)

    CISA AdvisoriesSep 10, 2026

  • Copyright scammers get Instagram accounts suspended and demand payment

    Malwarebytes LabsSep 10, 2026

Research Standards

  • Every analysis pairs attack tradecraft with detection and gaps.
  • Source links are surfaced with each entry.
  • Authorized research only — no turn-key abuse or live-target guidance.

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