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📌 Release Notes

v4.5.5 (2026-04-24)

Features

  • Update FlowRadar challenge configuration for image and script path (@aliyuldashev)
  • Update FlowRadar challenge configuration for logging and data directory (@aliyuldashev)
  • Update FlowRadar challenge configuration for image, target, manager, and script path (@aliyuldashev)
  • Adding FlowRadar VPN detection challenge (@aliyuldashev)

Bug Fixes

  • Miner issues (@aliyuldashev)

Other Changes

  • Adjust comparison score threshold for validation skipping (@aliyuldashev)
  • Updating testing manuals of hfp challenge (@aliyuldashev)
  • Updating challenge version (@aliyuldashev)
  • Update historical_fingerprinter dependency to version 1.1.6 (@aliyuldashev)
  • Multiple updates (@aliyuldashev)
  • Potential fix for pull request finding (@aliyuldashev)
  • Merge remote-tracking branch 'origin/dependabot/pip/mkdocstrings-gte-1.0.4-and-lt-2.0.0' into rt-474-release-webflow-vpn-detection-challenge (@aliyuldashev)
  • Merge remote-tracking branch 'origin/dependabot/pip/mkdocs-awesome-nav-gte-3.3.0-and-lt-4.0.0' into rt-474-release-webflow-vpn-detection-challenge (@aliyuldashev)
  • Merge pull request #124 from RedTeamSubnet/rt-474-release-webflow-vpn-detection-challenge (@aliyuldashev)
  • Update active challenge yml file to include FLR challenge (@aliyuldashev)
  • Removing old challenge (@aliyuldashev)

v4.5.4 (2026-04-21)

Bug Fixes

  • ensure docker_username retrieval uses string index for consistency (@aliyuldashev)

v4.5.3 (2026-04-20)

Features

  • Update submission workflow to include Docker Hub credentials configuration and security guidelines (@abdibekbolot)
  • Enhance challenge score calculations to include Docker usernames (@aliyuldashev)

Improvements

  • Update documentation for Docker Hub Registry and Personal Access Token (PAT) usage (@abdibekbolot)
  • Update .env variable table formatting for clarity in Docker Hub credentials section (@abdibekbolot)
  • Add documentation for Docker Hub Registry and Personal Access Token (PAT) usage (@abdibekbolot)

Other Changes

  • Merge remote-tracking branch 'origin/main' into dev (@aliyuldashev)

v4.5.2 (2026-04-19)

Features

  • Enhance run_container to support miner authentication and improve image cleanup (@aliyuldashev)

Other Changes

  • Update subproject commits for dev_fingerprinter and historical_fingerprinter (@aliyuldashev)

v4.5.1 (2026-04-18)

Bug Fixes

  • update commit time check to 24 hours (@aliyuldashev)

v4.5.0 (2026-04-18)

Features

  • Rename REVEAL_INTERVAL to COMMIT_COOLDOWN and update references (@aliyuldashev)
  • Increase commit cooldown to 1 day (@aliyuldashev)

Other Changes

  • Merge pull request #118 from RedTeamSubnet/rt-496-increase-the-commit-cooldown-to-1-day (@aliyuldashev)

v4.4.5 (2026-04-15)

Other Changes

  • Updating timeout and setting log directory (@aliyuldashev)

v4.4.4 (2026-04-12)

Features

  • Enhance comparison logic and add same score comparison functionality (@aliyuldashev)

Other Changes

  • Updating challenge version (@aliyuldashev)

v4.4.3 (2026-04-09)

Other Changes

  • update historical_fingerprinter to version 1.1.3 (@aliyuldashev)

v4.4.2 (2026-04-08)

Other Changes

  • updating challenge versions (@aliyuldashev)

v4.4.1 (2026-04-08)

Bug Fixes

  • hfp challenge ulimit issue (@aliyuldashev)

Other Changes

  • update challenge images to latest versions (@aliyuldashev)

v4.4.0 (2026-04-01)

Changes

  • Update navigation and documentation for Historical Fingerprinter challenge (@aliyuldashev)
  • Update historical_fingerprinter configuration for API data directory (@aliyuldashev)
  • Update historical fingerprinter version and challenge image in configuration (@aliyuldashev)
  • Update README and v1 documentation for clarity and formatting (@aliyuldashev)
  • Remove ada_detection submodule and add dev_fingerprinter submodule (@aliyuldashev)
  • Improve clarity and structure in incentive mechanism documentation (@aliyuldashev)
  • Clean up formatting and improve clarity in issue templates (@aliyuldashev)
  • Clean up bug report template formatting and improve clarity (@aliyuldashev)
  • Merge remote-tracking branch 'origin/main' into dev (@aliyuldashev)
  • Merge remote-tracking branch 'origin/docs/incentive' into challenge/hfp (@aliyuldashev)
  • Merge pull request #113 from RedTeamSubnet/challenge/hfp (@ali yuldashev)
  • Update test case weights and improve challenge documentation (@aliyuldashev)
  • Update environment variable references (@aliyuldashev)
  • Refactor commit data collection to use project directory for git commands (@aliyuldashev)
  • Add initial documentation for Historical Fingerprinter challenge (@aliyuldashev)
  • Update scripts/lib/gemini-client.sh (@ali yuldashev)
  • Update .gitmodules (@ali yuldashev)
  • update subproject commit for historical_fingerprinter (@aliyuldashev)
  • remove unused dev_fingerprinter submodule from .gitmodules (@aliyuldashev)
  • integrate Gemini API for enhanced changelog and release notes generation with commit analysis (@aliyuldashev)
  • Merge pull request #112 from RedTeamSubnet/dependabot/pip/setuptools-scm-gte-8.0.4-and-lt-11.0.0 (@B. Batkhuu)
  • enhance release script with commit analysis for AI-generated release notes (@aliyuldashev)
  • update contact links in issue template for better community engagement and security reporting (@aliyuldashev)
  • add issue templates for bug reports, feature requests, documentation, challenges, and questions (@aliyuldashev)
  • update security issue reporting link in issue template for clarity (@aliyuldashev)
  • enhance changelog automation with commit analysis and Gemini integration (@aliyuldashev)
  • add historical_fingerprinter subproject (@aliyuldashev)
  • update challenge configuration for historical_fingerprinter (@aliyuldashev)
  • reduce single request timeout for historical_fingerprinter (@aliyuldashev)
  • adding new challenge repo (@aliyuldashev)
  • enhance incentive mechanism documentation with detailed reward calculation and validator roles (@Baratov Sokhibjon)

v4.3.1 (2026-03-18)

What's Changed

💬 Other

  • documentation to clarify and streamline the process for building and publishing a miner solution as a Docker image. by @abdibekbolot in https://github.com/RedTeamSubnet/RedTeam/pull/110

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v4.3.0...v4.3.1

v4.3.0 (2026-03-11)

What's Changed

✨ Features

  • Update DFP version and reduce reveal interval to 3 hours by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/109

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v4.2.2...v4.3.0

v4.2.2 (2026-03-04)

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v4.2.1...v4.2.2

v4.2.1 (2026-03-04)

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v4.2.0...v4.2.1

v4.2.0 (2026-02-26)

What's Changed

✨ Features

  • Device Fingerprinter V2 by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/105

📝 Documentation

  • documentation for the Device Fingerprinter challenge, clarifies requirements and scoring by @abdibekbolot in https://github.com/RedTeamSubnet/RedTeam/pull/106

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v4.1.1...v4.2.0

v4.1.1 (2026-02-16)

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v4.1.0...v4.1.1

v4.1.0 (2026-02-14)

What's Changed

✨ Features

  • New challenge & improve stability by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/104

💬 Other

  • chore(deps): update setuptools requirement from <81.0.0,>=70.0.0 to >=70.0.0,<83.0.0 by @dependabot[bot] in https://github.com/RedTeamSubnet/RedTeam/pull/103

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v4.0.1...v4.1.0

v4.0.1 (2026-01-28)

What's Changed

💬 Other

  • chore(deps): update pytest requirement from <9.0.0,>=8.0.2 to >=8.0.2,<10.0.0 by @dependabot[bot] in https://github.com/RedTeamSubnet/RedTeam/pull/101

New Contributors

  • @dependabot[bot] made their first contribution in https://github.com/RedTeamSubnet/RedTeam/pull/101

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v4.0.0...v4.0.1

v4.0.0 (2026-01-28)

What's Changed

💥 Breaking Changes

  • Refactor: Restructuring & Separation by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/94

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v3.1.2...v4.0.0

v3.1.2 (2025-12-23)

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v3.1.1...v3.1.2

v3.1.1 (2025-12-18)

What's Changed

🐛 Fixes

  • Synchronisation of states by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/92

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v3.1.0...v3.1.1

v3.1.0 (2025-12-15)

What's Changed

✨ Features

  • Anti-Detect Automation Detection by @abdibekbolot in https://github.com/RedTeamSubnet/RedTeam/pull/90

New Contributors

  • @abdibekbolot made their first contribution in https://github.com/RedTeamSubnet/RedTeam/pull/90

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v3.0.0...v3.1.0

v3.0.0 (2025-12-02)

What's Changed

✨ Features

  • Auto Browser Sniffer & New Subnet Structure for the Challenges by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/87

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.9.0...v3.0.0

v2.9.0 (2025-11-03)

What's Changed

✨ Features

  • feat: integrate internal services by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/85

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.8.4...v2.9.0

v2.8.4 (2025-10-28)

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.8.3...v2.8.4

v2.8.3 (2025-10-25)

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.8.2...v2.8.3

v2.8.2 (2025-10-25)

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.8.1...v2.8.2

v2.8.1 (2025-10-16)

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.8.0...v2.8.1

v2.8.0 (2025-10-16)

What's Changed

✨ Features

  • Auto Browser Sniffer v4 by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/83

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.7.0...v2.8.0

v2.7.0 (2025-10-09)

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.6.2...v2.7.0

v2.6.2 (2025-10-06)

What's Changed

✨ Features

  • Reliable State Syncing & Comparison by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/82

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.6.1...v2.6.2

v2.6.1 (2025-10-02)

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.6.0...v2.6.1

v2.6.0 (2025-10-02)

What's Changed

✨ Features

  • Update the comparison and anonymize the Docker Hub ID. by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/81

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.5.1...v2.6.0

v2.5.1 (2025-09-24)

What's Changed

✨ Features

  • Comparison & DFP Documentation by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/80

💬 Other

  • New challenge - dev_fingerprinter_v1 (Device Fingerprinting Challenge) by @BaratovSokhibjon in https://github.com/RedTeamSubnet/RedTeam/pull/79

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.5.0...v2.5.1

v2.5.0 (2025-09-04)

What's Changed

✨ Features

  • New challenge & scoring order by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/77
  • New challenge & scoring order by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/78

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.4.0...v2.5.0

v2.4.0 (2025-08-24)

What's Changed

💥 Breaking Changes

  • Adding auto browser sniffer v3 by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/76

✨ Features

  • testing environment for ab_sniffer_v1 and humanize_behaviour_v4 by @BaratovSokhibjon in https://github.com/RedTeamSubnet/RedTeam/pull/72
  • Feat/change logic by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/74
  • New Auto-Browser-Sniffer challenge and Core logic update by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/75

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.3.0...v2.4.0

v2.3.0 (2025-06-11)

What's Changed

✨ Features

  • ⚡ new ab_sniffer_v1 challenge by @BaratovSokhibjon in https://github.com/RedTeamSubnet/RedTeam/pull/69

💬 Other

  • ⚡ new ab_sniffer_v1 challenge by @BaratovSokhibjon in https://github.com/RedTeamSubnet/RedTeam/pull/71

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.2.0...v2.3.0

v2.2.0 (2025-06-09)

What's Changed

💥 Breaking Changes

  • ⚡ new hb_v4 challenge by @BaratovSokhibjon in https://github.com/RedTeamSubnet/RedTeam/pull/68

✨ Features

  • ⚡ new hb_v4 challenge by @BaratovSokhibjon in https://github.com/RedTeamSubnet/RedTeam/pull/70

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.1.0...v2.2.0

v2.1.0 (2025-06-01)

What's Changed

✨ Features

  • Feature/json log formatting by @renesweet24 in https://github.com/RedTeamSubnet/RedTeam/pull/65
  • feat(RT-127): Change weight distribution by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/66
  • Weighting system change by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/67

New Contributors

  • @renesweet24 made their first contribution in https://github.com/RedTeamSubnet/RedTeam/pull/65

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v2.0.0...v2.1.0

v2.0.0 (2025-05-25)

What's Changed

💬 Other

  • Hotfix/commit issues by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/61
  • Add auto-updater functionality for validator. by @ap-choji in https://github.com/RedTeamSubnet/RedTeam/pull/62
  • Migrate to new domain by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/63

New Contributors

  • @ap-choji made their first contribution in https://github.com/RedTeamSubnet/RedTeam/pull/62

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v1.0.2...v2.0.0

v1.0.2 (2025-05-10)

What's Changed

✨ Features

  • feat: threading for forward, set_weight for validators, fix hb_v3 batch, update challenges by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/60

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v1.0.1...v1.0.2

v1.0.1 (2025-05-07)

What's Changed

✨ Features

  • 🛠️ Fix: Correct Commit Timestamp Update in Validators by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/59

🐛 Fixes

  • Bugfix: Validator error on revealing commits by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/58

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/compare/v1.0.0...v1.0.1

v1.0.0 (2025-04-22)

What's Changed

💥 Breaking Changes

  • Major Update: New Adversarial Challenges, Enhanced Humanize Behavior v2, and Script Uniqueness System by @ohayek in https://github.com/RedTeamSubnet/RedTeam/pull/47
  • Introducing New Challenge & CICD by @aliyuldashev in https://github.com/RedTeamSubnet/RedTeam/pull/57

✨ Features

  • feat: Add new challenge configuration for 'webui_auto' challenge. by @bybatkhuu in https://github.com/RedTeamSubnet/RedTeam/pull/10
  • Score update hotfix by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/52

🐛 Fixes

  • Fix miner's state issue and minor bugs in humanize_behaviour_v1 challenge by @bybatkhuu in https://github.com/RedTeamSubnet/RedTeam/pull/33

📝 Documentation

  • Update GitHub workflows for version bumping and documentation publishing by @bybatkhuu in https://github.com/RedTeamSubnet/RedTeam/pull/44

💬 Other

  • Refactor, add resource limits, emission pool by @vietbeu in https://github.com/RedTeamSubnet/RedTeam/pull/1
  • Update docs by @vietbeu in https://github.com/RedTeamSubnet/RedTeam/pull/2
  • Prevent miner connect internet by @vietbeu in https://github.com/RedTeamSubnet/RedTeam/pull/4
  • Add challenge: Response Quality Adversarial and Response Quality Ranker by @vietbeu in https://github.com/RedTeamSubnet/RedTeam/pull/5
  • Validator store miner 's commits by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/3
  • Add option to use scoring from centralized server by @vietbeu in https://github.com/RedTeamSubnet/RedTeam/pull/6
  • Refactoring of config by @Michael89 in https://github.com/RedTeamSubnet/RedTeam/pull/9
  • Update centralized scoring by @vietbeu in https://github.com/RedTeamSubnet/RedTeam/pull/12
  • RedTeam v0.0.2 by @vietbeu in https://github.com/RedTeamSubnet/RedTeam/pull/14
  • RedTeam v0.0.2 by @vietbeu in https://github.com/RedTeamSubnet/RedTeam/pull/19
  • hotfix: update condition to check scoring done by @vietbeu in https://github.com/RedTeamSubnet/RedTeam/pull/20
  • Dev hb by @bybatkhuu in https://github.com/RedTeamSubnet/RedTeam/pull/32
  • [BUG FIX] Add more logging and bug fix in storage manager by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/35
  • Merge pull request #35 from RedTeamSubnet/haihp02-bug-fix by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/36
  • Weighting mechanism changes by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/37
  • [BUG FIX] Fix miner manager record finding bug by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/41
  • [UPDATE] HBController baseline_reference_comparison_docker_hub_ids by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/43
  • Refine HB 2 reference_comparisons by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/45
  • Add reference_hotkey to ComparisonLog by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/46
  • Add Loghandler for validator by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/42
  • Add more debug log by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/49
  • Hotfix validator weight setting issue, with better log by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/50
  • Bugfix for comparison issues by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/51
  • Miners 's alpha burn by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/53
  • Update on Scoring by @haihp02 in https://github.com/RedTeamSubnet/RedTeam/pull/56

New Contributors

  • @Michael89 made their first contribution in https://github.com/RedTeamSubnet/RedTeam/pull/9
  • @ohayek made their first contribution in https://github.com/RedTeamSubnet/RedTeam/pull/47

Full Changelog: https://github.com/RedTeamSubnet/RedTeam/commits/v1.0.0