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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 June 12, 202651 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

  • 8featured investigations
  • 8research 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.

29 detection reads

APT Tradecraft

Methods Watch

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

10 tradecraft reads

GitHub Trends

Project Radar

20 live
  • Blue team toolromainmarcoux/malicious-domainsDIGITAL Command Language · 99 stars
  • Blue team toolromainmarcoux/malicious-outgoing-ipRepo · 27 stars
  • Blue team toolZaczero/pihole-phishtankShell · 13 stars

New Today

Fresh intel since the last refresh

1 new article, 2 new projects

Articles

  • CISA and Partners Urge Hardening Automatic Tank Gauge Systems

    CISA AdvisoriesJun 2, 2026

Projects

  • Blue team toolChocolate4U/Iran-sing-box-rules

    317 stars

  • Blue team toolChocolate4U/Iran-v2ray-rules

    Shell677 stars

Blue TeamDefense Pattern

Lead Research

Blue TeamFeaturedDetection & ValidationMay 6, 2026

Unmanaged OAuth Grants Are the SaaS Back Door Hiding in Plain Sight

The phishing lesson is that attackers do not always need a fresh credential when a trusted app token already has delegated access.

Persistent OAuth grants let third-party apps keep operating after the original login, password reset, or employee lifecycle event has faded from view.

Read more:The Hacker NewsMicrosoft Learn

By PhishPond Desk · 8 min read

On the Desk

Latest Research

  • Trusted Notification Systems Are Becoming Phishing Delivery
  • Kali365 Outgrows Microsoft 365: Operator Pivots to Okta, AWS, and a Russian-Language Cluster
  • The Step After the Click: Five Persistence Primitives That Survive Your Response
  • The Procedure Is the Threat: Why an Intrusion's Shape Outlives Its Toolkit
  • SHub Reaper Drops Terminal-Based ClickFix for an AppleScript URL Pivot
  • Silent Ransom Group Walks Into the Office: Help-Desk Impersonation Adds a Physical Step

Live Collection

Outside Intel Watch

Articles & Analysis

5 tracked
  • ShinyHunters Exploits Oracle PeopleSoft Zero-Day (CVE-2026-35273) to Breach Universities

    The Hacker NewsJun 11, 2026News

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

    Read more:The Hacker News

  • New GreatXML Exploit Bypasses Windows BitLocker via Recovery Partition XML Files

    The Hacker NewsJun 11, 2026News

    Read more:The Hacker News

  • Why AI-driven threats are exposing the limits of MSP security stacks

    BleepingComputerJun 11, 2026News

    Read more:BleepingComputer

  • ThreatsDay Bulletin: Worm Code Leaked, AI Agent Phished, Claude Code Patch + 28 New Stories

    The Hacker NewsJun 11, 2026News

    Trusted suppliers and developer channels can carry phishing risk past normal filters.

    Read more:The Hacker News

  • Yarbo Android/iOS Mobile Application and Cloud Infrastructure

    CISA AdvisoriesJun 11, 2026Government Advisory

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

    Read more:CISA Advisories

GitHub Project Radar

5 tracked
  • Blue team toolromainmarcoux/malicious-domains

    DIGITAL Command Language99 starspushed Jun 12, 2026

    Aggregation of lists of malicious domains (phishing) that can be integrated into FortiGate firewalls and other products. Primary language: DIGITAL Command Language. 99 stars.

    Open project:GitHub

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

  • Blue team toolromainmarcoux/malicious-outgoing-ip

    27 starspushed Jun 12, 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 27 stars.

    Open project:GitHub

    #blocklist#blocklists#c2#firewall

  • Blue team toolZaczero/pihole-phishtank

    Shell13 starspushed Jun 12, 2026

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

    Open project:GitHub

    #blocklist#hosts#phishing#pihole

  • Dual-use project0xDanielLopez/TweetFeed

    660 starspushed Jun 12, 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. 660 stars.

    Open project:GitHub

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

  • Dual-use projectphishdestroy/destroylist

    HTML920 starspushed Jun 12, 2026

    Real-time phishing & scam domain blocklist — 130k+ curated threats, 888K+ community, free API, multiple formats Primary language: HTML. 920 stars.

    Open project:GitHub

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

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 9 matching entries.Clear search

Search Results for "Detection Engineering"

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 UseTradecraft LabsJun 7, 202611 min read

The Step After the Click: Five Persistence Primitives That Survive Your Response

Mailbox rules, OAuth grants, replayed sessions, RMM agents, and downstream account changes are not the aftermath of an intrusion — they are the point. A field guide to the persistence layer most response playbooks still treat as cleanup.

Read more:FBI IC3The Hacker News

By PhishPond Desk

  • #Tradecraft Labs
  • #Persistence
  • #Post-Compromise

Field Analysis

Dual UseTradecraft LabsJun 7, 20268 min read

The Procedure Is the Threat: Why an Intrusion's Shape Outlives Its Toolkit

Runtimes, platforms, and brands rotate every quarter. The six handoffs that move a victim from manufactured urgency to durable persistence have barely changed in five years, and they are what defenders can actually build for.

Read more:FBI IC3Microsoft Security Blog

By PhishPond Desk

  • #Tradecraft Labs
  • #Methodology
  • #Initial Access

Field Analysis

Blue TeamResearch ReportsMay 20, 20269 min read

Research Note: Measuring AI-Generated Phishing Without the Survey Noise

Vendor headlines about AI phishing blend volume, effectiveness, and survey sentiment into single numbers. Defenders need to separate those measurements to instrument the threat honestly.

Read more:HoxhuntBarracuda

By PhishPond Desk

  • #Research
  • #AI Phishing
  • #Detection Engineering

Field Analysis

Blue TeamDetection & ValidationMay 6, 20268 min read

Detect OAuth Abuse by Watching What Apps Do After Consent

A static permission review cannot catch a trusted integration whose token is later stolen or whose behavior changes.

Read more:The Hacker NewsMicrosoft Learn

By PhishPond Desk

  • #OAuth
  • #Detection Engineering
  • #API Security

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 29, 202614 min read

Detecting AitM Reverse Proxies: TLS Fingerprints, Cookie Artifacts, and Page-Side Tells

AitM kits proxy a real identity provider page, so brand and URL checks fail. The detectable artifacts live one layer down - in TLS handshake fingerprints, in the cookies the proxy must rewrite, and in the small page-side tells that betray the relay.

Read more:SekoiaMicrosoft Threat Intelligence

By PhishPond Desk

  • #AitM
  • #Detection Engineering
  • #TLS

Field Analysis

Blue TeamCampaign AnalysisApr 15, 20269 min read

ClickFix and Fake-CAPTCHA Paste-and-Run: From 2024 Variant to 2026 Default Stage-One

What started as a niche fake-CAPTCHA gimmick became one of 2026's most common stage-one execution pivots. This is what defenders are seeing in telemetry and what the response patterns look like.

Read more:Microsoft Threat IntelligenceProofpoint

By PhishPond Desk

  • #ClickFix
  • #Threat Trends
  • #Detection Engineering

Field Analysis

Blue TeamDetection & ValidationApr 10, 202610 min read

Detection Engineering Notes: Building Better Phish Triage Signals

Detection teams are reducing alert fatigue by combining message artifacts with identity and endpoint context in tiered scoring pipelines.

Read more:Microsoft Security BlogCISA

By PhishPond Desk

  • #Detection Engineering
  • #SOC
  • #Telemetry

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

  • ShinyHunters Exploits Oracle PeopleSoft Zero-Day (CVE-2026-35273) to Breach Universities

    The Hacker NewsJun 11, 2026

  • New GreatXML Exploit Bypasses Windows BitLocker via Recovery Partition XML Files

    The Hacker NewsJun 11, 2026

  • Why AI-driven threats are exposing the limits of MSP security stacks

    BleepingComputerJun 11, 2026

  • ThreatsDay Bulletin: Worm Code Leaked, AI Agent Phished, Claude Code Patch + 28 New Stories

    The Hacker NewsJun 11, 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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