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Research DeskLatest Research: October 15, 2026News Feed Refresh: October 26, 2026Radar Refresh: October 26, 202664 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

  • 10featured 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.

34 detection reads

APT Tradecraft

Methods Watch

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

18 tradecraft reads

GitHub Trends

Project Radar

20 live
  • Blue team tool0xDanielLopez/TweetFeedRepo · 694 stars
  • Blue team toolphishdestroy/destroylistHTML · 2,092 stars
  • Blue team toolsjhgvr/oisdRepo · 272 stars
Blue TeamDefense Pattern

Lead Research

Blue TeamFeaturedDetection & ValidationOct 6, 2026

The Passkey Lure Is Not About Passkeys

Enrollment urgency is the oldest helpdesk pretext wearing a new word. The objective is still a session token, and the tell is still Graph.

Microsoft tracked Storm-3121 and Storm-3032 running passkey-themed helpdesk calls since May 2026. The passkey narrative is a pretext that routes victims into AiTM and device-code flows — and the detection lives in what happens after the token lands, not in the lure.

Read more:Microsoft Security BlogBleepingComputer

By PhishPond Desk · 11 min read

On the Desk

Latest Research

  • The Phish Ends. The Connection Doesn’t.
  • ClickFix Is Engineering Its Way Out of the Run Dialog
  • Two RMM Agents Are Not Redundancy, They Are Persistence
  • EvilTokens Goes Down: What a PhaaS Takedown Actually Buys You
  • The Passkey Lure Is Not About Passkeys
  • Passkeys Move From Security Project to Front-Line Phishing Control

Live Collection

Outside Intel Watch

Articles & Analysis

5 tracked
  • Microsoft Teams to get AI-powered, context-aware phishing detection

    BleepingComputerOct 23, 2026News

    Read more:BleepingComputer

  • Inside the LiteLLM 1.107.0 supply chain compromise: Credential theft through Python startup hooks

    Microsoft Security BlogOct 23, 2026Vendor Research

    Read more:Microsoft Security Blog

  • Cyber Insurance's New Reality: Underwriting Isn't Enough

    Dark ReadingOct 23, 2026News

    Read more:Dark Reading

  • Resident Evil maker Capcom warns of phishing after 11.7 million records exposed

    Malwarebytes LabsOct 23, 2026Vendor Research

    Read more:Malwarebytes Labs

  • Machine speed attacks require machine speed detection and response

    BleepingComputerOct 22, 2026News

    Read more:BleepingComputer

GitHub Project Radar

5 tracked
  • Blue team tool0xDanielLopez/TweetFeed

    694 starspushed Oct 26, 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. 694 stars.

    Open project:GitHub

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

  • Blue team toolphishdestroy/destroylist

    HTML2.1K starspushed Oct 26, 2026

    Real-time phishing & scam domain blocklist - 205k+ curated threats, 1M+ community, free API, multiple formats Primary language: HTML. 2,092 stars.

    Open project:GitHub

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

  • Blue team toolsjhgvr/oisd

    272 starspushed Oct 26, 2026

    oisd blocklist 272 stars.

    Open project:GitHub

    #adblocking#adblocking-dns#adblocking-list#adblocklist

  • Blue team toolZaczero/pihole-phishtank

    Shell13 starspushed Oct 26, 2026

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

    Open project:GitHub

    #blocklist#hosts#phishing#pihole

  • Blue team toolCriticalPathSecurity/Zeek-Intelligence-Feeds

    Zeek405 starspushed Oct 26, 2026

    Zeek-Formatted Threat Intelligence Feeds Primary language: Zeek. 405 stars.

    Open project:GitHub

    #malware#phishing#threat-intelligence#threatintel

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 17 matching entries.Clear search

Search Results for "Awareness"

Field Analysis

Dual UseTradecraft LabsOct 6, 202612 min read

ClickFix Is Engineering Its Way Out of the Run Dialog

The Windows Run box truncates at roughly 260 characters, and that limit has shaped ClickFix tradecraft since it appeared. Three developments this quarter — browser cache smuggling, Google Sheets C2, and blockchain-hosted payloads — are all solutions to the same constraint.

Read more:Cisco Talos IntelligenceThe Hacker News

By PhishPond Desk

  • #ClickFix
  • #Cache Smuggling
  • #Living Off Trusted Sites

Field Analysis

Blue TeamResearch ReportsJul 17, 20268 min read

Vishing Is a Control-Plane Problem, Not an Awareness Statistic

Google's 2026 public-sector M-Trends brief says vishing reached 11 percent of global infections, sharpening the case for stronger help-desk recovery and device-enrollment controls.

Read more:Google CloudMicrosoft Security Blog

By PhishPond Desk

  • #Vishing
  • #Help Desk
  • #Identity Recovery

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

Dual UseCampaign AnalysisJun 7, 20267 min read

SHub Reaper Drops Terminal-Based ClickFix for an AppleScript URL Pivot

SentinelOne's writeup of the SHub Reaper macOS stealer shows the ClickFix family adapting to platform hardening. When macOS Tahoe 26.4 closed the Terminal-based path, the operators moved to the applescript:// URL scheme and Script Editor instead.

Read more:SentinelOneBleepingComputer

By PhishPond Desk

  • #Campaign Analysis
  • #ClickFix
  • #macOS

Field Analysis

Dual UseCampaign AnalysisMay 31, 20266 min read

Ghost CMS ClickFix Wave Turns Trusted Sites Into Paste-and-Run Staging

A reported exploitation wave against Ghost CMS pushed malicious JavaScript onto more than 700 sites, sending visitors into fake verification flows that used ClickFix-style paste-and-run instructions.

Read more:The Hacker NewsMalwarebytes Labs

By PhishPond Desk

  • #Campaign Analysis
  • #ClickFix
  • #Web Compromise

Field Analysis

Dual UseInfrastructure IntelligenceMay 31, 20268 min read

Kali365 and the Productization of Token Theft

An FBI-flagged phishing-as-a-service kit rents Microsoft 365 token theft for $250 a month, packaging device-code and OAuth abuse into a point-and-click dashboard that defeats MFA without a fake login page.

Read more:FBI IC3Malwarebytes

By PhishPond Desk

  • #Infrastructure Intelligence
  • #Phishing-as-a-Service
  • #Microsoft 365

Field Analysis

Dual UseCampaign AnalysisMay 20, 202610 min read

Breaking Down the Code of Conduct Campaign: PDF Lures, CAPTCHA Gates, and AiTM Token Theft

Microsoft detailed an April 2026 campaign that wrapped credential theft in HR disciplinary language, used a CAPTCHA as an anti-analysis gate, and stole tokens through an adversary-in-the-middle proxy.

Read more:Microsoft Security BlogThe Hacker News

By PhishPond Desk

  • #Campaign Analysis
  • #AiTM
  • #Token Theft

Field Analysis

Dual UseTradecraft LabsMay 20, 20269 min read

MuddyWater's Teams Playbook: Screen-Share Credential Theft Behind a False Flag

An Iranian actor opened an intrusion with a Microsoft Teams chat request and a screen-sharing session, harvested credentials live, then staged ransomware as cover for a state-backed operation.

Read more:The Hacker NewsRapid7

By PhishPond Desk

  • #Tradecraft Labs
  • #MuddyWater
  • #Microsoft Teams

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

  • Microsoft Teams to get AI-powered, context-aware phishing detection

    BleepingComputerOct 23, 2026

  • Inside the LiteLLM 1.107.0 supply chain compromise: Credential theft through Python startup hooks

    Microsoft Security BlogOct 23, 2026

  • Cyber Insurance's New Reality: Underwriting Isn't Enough

    Dark ReadingOct 23, 2026

  • Resident Evil maker Capcom warns of phishing after 11.7 million records exposed

    Malwarebytes LabsOct 23, 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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