Release corrected V3 Dataset with fixes

.gitattributes

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+*.pcap filter=lfs diff=lfs merge=lfs -text
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.xlsx filter=lfs diff=lfs merge=lfs -text
+*.csv text
+*.json text
+*.jsonld text
+*.md text
+participant_P012/session_S002/mouse_P012_S002.csv filter=lfs diff=lfs merge=lfs -text
+participant_P012/session_S001/mouse_P012_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P024/session_S001/mouse_P024_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P017/session_S001/mouse_P017_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S018/mouse_P003_S018.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S016/mouse_P003_S016.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S010/mouse_P003_S010.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S009/mouse_P003_S009.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S001/mouse_P003_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S003/mouse_P003_S003.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S012/mouse_P003_S012.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S017/mouse_P003_S017.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S011/mouse_P003_S011.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S019/mouse_P003_S019.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S008/mouse_P003_S008.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S002/mouse_P003_S002.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S013/mouse_P003_S013.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S004/mouse_P003_S004.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S005/mouse_P003_S005.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S007/mouse_P003_S007.csv filter=lfs diff=lfs merge=lfs -text
+participant_P003/session_S006/mouse_P003_S006.csv filter=lfs diff=lfs merge=lfs -text
+participant_P027/session_S001/mouse_P027_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P008/session_S001/mouse_P008_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P008/session_S002/mouse_P008_S002.csv filter=lfs diff=lfs merge=lfs -text
+participant_P013/session_S001/mouse_P013_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P005/session_S001/mouse_P005_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P015/session_S001/mouse_P015_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P015/session_S002/mouse_P015_S002.csv filter=lfs diff=lfs merge=lfs -text
+participant_P025/session_S001/mouse_P025_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P026/session_S010/mouse_P026_S010.csv filter=lfs diff=lfs merge=lfs -text
+participant_P026/session_S009/mouse_P026_S009.csv filter=lfs diff=lfs merge=lfs -text
+participant_P026/session_S012/mouse_P026_S012.csv filter=lfs diff=lfs merge=lfs -text
+participant_P026/session_S011/mouse_P026_S011.csv filter=lfs diff=lfs merge=lfs -text
+participant_P026/session_S008/mouse_P026_S008.csv filter=lfs diff=lfs merge=lfs -text
+participant_P026/session_S007/mouse_P026_S007.csv filter=lfs diff=lfs merge=lfs -text
+participant_P026/session_S006/mouse_P026_S006.csv filter=lfs diff=lfs merge=lfs -text
+participant_P006/session_S001/mouse_P006_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P006/session_S003/mouse_P006_S003.csv filter=lfs diff=lfs merge=lfs -text
+participant_P006/session_S002/mouse_P006_S002.csv filter=lfs diff=lfs merge=lfs -text
+participant_P006/session_S004/mouse_P006_S004.csv filter=lfs diff=lfs merge=lfs -text
+participant_P006/session_S005/mouse_P006_S005.csv filter=lfs diff=lfs merge=lfs -text
+participant_P006/session_S006/mouse_P006_S006.csv filter=lfs diff=lfs merge=lfs -text
+participant_P020/session_S001/mouse_P020_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P021/session_S001/mouse_P021_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P014/session_S001/mouse_P014_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P002/session_S001/mouse_P002_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P002/session_S002/mouse_P002_S002.csv filter=lfs diff=lfs merge=lfs -text
+participant_P022/session_S001/mouse_P022_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P022/session_S002/mouse_P022_S002.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S022/mouse_P028_S022.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S018/mouse_P028_S018.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S016/mouse_P028_S016.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S020/mouse_P028_S020.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S025/mouse_P028_S025.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S017/mouse_P028_S017.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S021/mouse_P028_S021.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S019/mouse_P028_S019.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S015/mouse_P028_S015.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S013/mouse_P028_S013.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S014/mouse_P028_S014.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S024/mouse_P028_S024.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S023/mouse_P028_S023.csv filter=lfs diff=lfs merge=lfs -text
+participant_P010/session_S001/mouse_P010_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P010/session_S002/mouse_P010_S002.csv filter=lfs diff=lfs merge=lfs -text
+participant_P010/session_S004/mouse_P010_S004.csv filter=lfs diff=lfs merge=lfs -text
+participant_P023/session_S001/mouse_P023_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P009/session_S001/mouse_P009_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P009/session_S002/mouse_P009_S002.csv filter=lfs diff=lfs merge=lfs -text
+participant_P016/session_S001/mouse_P016_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P011/session_S001/mouse_P011_S001.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S013/keyboard_P028_S013.csv filter=lfs diff=lfs merge=lfs -text
+participant_P028/session_S016/keyboard_P028_S016.csv filter=lfs diff=lfs merge=lfs -text

README.md

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+# BEACON: Behavioral Engine for Authentication and Continuous Monitoring
+
+An anonymized multi-modal behavioral biometric dataset collected during VALORANT gameplay,
+designed for continuous user authentication research.
+
+**28 participants · 79 sessions · 445 GB**
+
+Participants are represented by opaque IDs (`P001`–`P028`) and sessions by sequential
+IDs (`S001`, `S002`, ...). Raw participant names, consent files, hostnames, MAC
+addresses, and direct device IDs are not included in this release.
+
+## Modalities
+
+| Modality | Files | Description |
+|----------|-------|-------------|
+| `mouse_*.csv` | 80 | Mouse telemetry — position, speed, clicks, scroll; Unix epoch timestamps |
+| `keyboard_*.csv` | 80 | Keyboard HID dynamics — key identity, press/release times, duration; Unix epoch timestamps |
+| `captured_packets_*.pcap` | 80 | Network traffic — IP/MAC addresses anonymized, local-network discovery traffic removed, encrypted game payload preserved |
+| `screen_record_*.mp4` | 74 | Screen recordings of gameplay sessions |
+| `hardware_info_*.json` | 79 | Scrubbed hardware metadata (hostname, MAC, IP, serial removed) |
+
+Sessions with multiple recording parts are named `screen_record_P###_S###_part02.mp4` etc.
+
+## File Layout
+
+```
+participant_P001/
+  session_S001/
+    mouse_P001_S001.csv
+    keyboard_P001_S001.csv
+    captured_packets_P001_S001.pcap
+    screen_record_P001_S001.mp4
+    hardware_info_P001_S001.json
+```
+
+## Metadata
+
+| File | Description |
+|------|-------------|
+| `metadata/public_participant_session_manifest.csv` | Participant and session ID index |
+| `metadata/public_release_manifest.csv` | Per-file modality, status, and size |
+| `metadata/sha256_checksums.csv` | SHA-256 checksums for all included files |
+| `metadata/beacon_croissant.jsonld` | Croissant ML metadata record |
+
+## Anonymization
+
+- Participant and session folders use opaque sequential IDs
+- CSV timestamps are raw Unix epoch values (not session-relative)
+- PCAP: Ethernet/IP src and dst addresses replaced with deterministic pseudonyms
+  in `10.0.0.0/8`; local-network broadcast/discovery UDP (mDNS, LLMNR, NBNS,
+  SSDP, DHCP, WSD) dropped to prevent hostname leakage; encrypted game payload
+  and regular DNS preserved intact
+- Hardware JSON: hostname, username, MAC, IP, HID, serial, UUID fields removed
+- Raw consent files retained privately; see `consent_policy.md`
+
+## Citation
+
+If you use this dataset, please cite it:
+
+Singh, I., Kaur, G., Atwal, U. P. S., Singh, G., Singh, G., & Singh, M. (2026).
+BEACON: A Multimodal Dataset for Learning Behavioral Fingerprints from Gameplay Data 
+[Data set]. Zenodo. https://doi.org/10.5281/zenodo.20034625
+[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.20034625.svg)](https://doi.org/10.5281/zenodo.20034625)
+
+Singh, I., Singh, G., Kaur, G., Atwal, U. P. S., Singh, G., & Singh, M. (2026). 
+BEACON-Logger: A Behavioral Authentication and Network Traffic Logger for Game Environments. 
+Zenodo. https://doi.org/10.5281/zenodo.20062628
+[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.20144661.svg)](https://doi.org/10.5281/zenodo.20144661)
+
+Please cite the following paper also:
+```bibtex
+@misc{singh2026beaconmultimodaldatasetlearning,
+      title={BEACON: A Multimodal Dataset for Learning Behavioral Fingerprints from Gameplay Data}, 
+      author={Ishpuneet Singh and Gursmeep Kaur and Uday Pratap Singh Atwal and Guramrit Singh and Gurjot Singh and Maninder Singh},
+      year={2026},
+      eprint={2605.10867},
+      archivePrefix={arXiv},
+      primaryClass={cs.CR},
+      url={https://arxiv.org/abs/2605.10867}, 
+}
+```
+
+## License
+
+Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)

consent_policy.md

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+# BEACON Consent Policy
+
+All participants provided informed consent before data collection. Raw consent
+text files are retained privately by the research institution and are not part
+of this public release because they may contain direct identifiers.
+
+The public release uses opaque participant/session IDs and removes or redacts
+direct identifiers from filenames, paths, hardware metadata, PCAPs, and videos.

metadata/beacon_croissant.jsonld

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+{
+  "@context": {
+    "@language": "en",
+    "@vocab": "https://schema.org/",
+    "sc": "https://schema.org/",
+    "cr": "http://mlcommons.org/croissant/",
+    "rai": "http://mlcommons.org/croissant/RAI/",
+    "prov": "http://www.w3.org/ns/prov#",
+    "dct": "http://purl.org/dc/terms/",
+    "conformsTo": "dct:conformsTo",
+    "citeAs": "cr:citeAs",
+    "dataType": {
+      "@id": "cr:dataType",
+      "@type": "@vocab"
+    },
+    "extract": "cr:extract",
+    "field": "cr:field",
+    "fileSet": "cr:fileSet",
+    "includes": "cr:includes",
+    "excludes": "cr:excludes",
+    "recordSet": "cr:recordSet",
+    "source": "cr:source",
+    "column": "cr:column",
+    "key": "cr:key"
+  },
+  "@type": "sc:Dataset",
+  "name": "BEACON: Behavioral Engine for Authentication and Continuous Monitoring",
+  "description": "A synchronized multi-modal behavioral biometric dataset collected during VALORANT gameplay, including mouse telemetry, keyboard HID dynamics, anonymized network packet captures, screen recordings, and hardware metadata for continuous user authentication research. This release contains 28 participants across 79 sessions. Modality inventory: 74 screen recording MP4 files (409.2 GB), 80 anonymized PCAP files (24.4 GB), 80 mouse telemetry CSV files (11.4 GB; Unix epoch timestamps), 80 keyboard HID CSV files (49 MB; Unix epoch timestamps), and 79 hardware JSON files. IP/MAC addresses are pseudonymized; local-network discovery traffic is removed; encrypted game payload is preserved. This Croissant file describes the anonymized standardized Hugging Face release layout.",
+  "url": "https://huggingface.co/datasets/beacon-gui/BEACON-Dataset",
+  "version": "2.0.0",
+  "license": "https://creativecommons.org/licenses/by-nc/4.0/",
+  "creator": {
+    "@type": "sc:Organization",
+    "name": "Thapar Institute of Engineering and Technology"
+  },
+  "datePublished": "2026-05-12",
+  "conformsTo": "http://mlcommons.org/croissant/1.1",
+  "keywords": [
+    "behavioral biometrics",
+    "continuous authentication",
+    "VALORANT",
+    "mouse dynamics",
+    "keystroke dynamics",
+    "network traffic analysis",
+    "multimodal dataset"
+  ],
+  "measurementTechnique": [
+    "pynput keyboard logging",
+    "pynput mouse logging",
+    "Npcap/Scapy packet capture",
+    "FFmpeg screen recording",
+    "Windows hardware profiling"
+  ],
+  "privacyPolicy": "The public release uses opaque participant/session identifiers, Unix epoch timestamps, scrubbed hardware metadata, and anonymized PCAP IP/MAC addresses with local-network discovery traffic removed. Encrypted game payload and regular DNS are preserved. Raw consent files are retained by the research institution and are not distributed. Videos are included as-is; a separate visual redaction pass is planned before any controlled-access release.",
+  "rai:dataLimitations": "BEACON contains behavioral telemetry from 28 VALORANT players and is limited to esports gameplay under the recorded hardware, operating-system, network, and game-context conditions. It is not a general-purpose human-computer interaction dataset and should not be assumed to generalize to office work, mobile input, non-FPS games, non-Windows platforms, or populations not represented in the participant pool. Some sessions lack video, and mouse/keyboard match-split CSVs are excluded from the canonical session-level analysis unless explicitly requested.",
+  "rai:dataBiases": "Participants were recruited from a constrained player population and may over-represent similar age ranges, geography, gaming experience, device classes, network conditions, and VALORANT skill profiles. Hardware differences such as mouse DPI, monitor refresh rate, resolution, and peripheral model may influence telemetry and should be controlled for in authentication studies. Longitudinal coverage is uneven across players, with some participants contributing substantially more sessions.",
+  "rai:personalSensitiveInformation": "The raw dataset includes behavioral biometric telemetry and may include direct or indirect personal information in filenames, folder names, hardware metadata, PCAP network identifiers, screen videos, and consent files. The anonymized release replaces participant names with opaque IDs, preserves Unix epoch timestamps (recording dates are not considered identifying), removes raw consent files, scrubs hardware identifiers (hostname, MAC, IP, serial, UUID), anonymizes PCAP IP/MAC headers with deterministic pseudonyms, and removes local-network discovery traffic that leaks machine hostnames. Encrypted game payload is preserved intact. Videos may contain visible usernames or contextual identifiers and should be reviewed before unrestricted distribution.",
+  "rai:dataUseCases": "The dataset is intended for evaluating continuous authentication, behavioral fingerprinting, multimodal biometric robustness, session-level behavioral drift, and encrypted game-traffic timing analysis. Construct validity is supported by synchronized HID, network, hardware, and optional video modalities, plus EDA showing participant-level differences in mouse, keyboard, and network features. It is not validated for identifying protected attributes, clinical inference, employee monitoring, law-enforcement attribution, or high-stakes identity decisions without additional consent, fairness analysis, and deployment-specific validation.",
+  "rai:dataSocialImpact": "Positive impacts include reproducible research on adaptive authentication, security of online games, and multimodal behavioral biometrics. Risks include misuse for covert surveillance, deanonymization, overly broad player profiling, and unfair treatment of users whose behavior differs because of hardware, accessibility needs, fatigue, or network conditions. Mitigations include opaque IDs, timestamp normalization, removal/scrubbing of direct identifiers, controlled access for sensitive modalities, and documentation of limitations and non-recommended uses.",
+  "rai:hasSyntheticData": false,
+  "prov:wasDerivedFrom": [],
+  "prov:wasGeneratedBy": [
+    {
+      "@type": "prov:Activity",
+      "name": "Data collection",
+      "description": "Telemetry was collected during voluntary VALORANT gameplay sessions using a custom Windows logger with pynput mouse/keyboard collectors, Npcap/Scapy packet capture, FFmpeg screen recording, hardware profiling, and game configuration copying after informed consent."
+    },
+    {
+      "@type": "prov:Activity",
+      "name": "Anonymization and standardization",
+      "description": "Release preparation maps raw participants to P001\u2013P028, maps sessions to S001... IDs, skips raw consent files, preserves Unix epoch timestamps in mouse/keyboard CSVs, scrubs hardware identifiers, anonymizes PCAP IP/MAC headers with deterministic pseudonyms, drops local-network discovery traffic, preserves encrypted payload and regular DNS, and emits manifests/checksums. Videos are copied unchanged pending a separate visual redaction pass."
+    },
+    {
+      "@type": "prov:Activity",
+      "name": "Analysis preprocessing",
+      "description": "Dataset statistics and paper figures are computed from canonical whole-session mouse and keyboard CSVs by default; files named with Match1/Match2 style suffixes are excluded unless the analysis scripts are explicitly run with match-level CSV scope."
+    }
+  ],
+  "rai:RAIManifest": {
+    "rai:dataCollection": "Informed consent was collected from all participants before gameplay telemetry capture.",
+    "rai:dataLimitations": "See top-level rai:dataLimitations.",
+    "rai:dataBiases": "See top-level rai:dataBiases.",
+    "rai:personalSensitiveInformation": "See top-level rai:personalSensitiveInformation.",
+    "rai:dataUseCases": "See top-level rai:dataUseCases.",
+    "rai:dataSocialImpact": "See top-level rai:dataSocialImpact.",
+    "rai:hasSyntheticData": false
+  },
+  "distribution": [
+    {
+      "@type": "cr:FileSet",
+      "@id": "screen_recording_files",
+      "name": "Screen recordings",
+      "description": "Screen recording MP4 files. Inventory: 74 files, 381.1 GB, N/A recorded events/rows (video context). Videos are copied unchanged only for controlled-access release pending separate visual redaction.",
+      "encodingFormat": "video/mp4",
+      "includes": [
+        "participant_P*/session_S*/screen_record_P*_S*.mp4"
+      ],
+      "excludes": [
+        ".venv/**",
+        "analysis_outputs/**",
+        "scripts/**",
+        "metadata/private/**",
+        "anonymized_hf_release*/**"
+      ],
+      "contentSize": "381.1 GB",
+      "additionalProperty": [
+        {
+          "@type": "sc:PropertyValue",
+          "name": "modality",
+          "value": "Screen Recordings"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "file_type",
+          "value": "screen_record_mp4"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "total_files",
+          "value": 74
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "data_size",
+          "value": "381.1 GB"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "recorded_events_or_rows",
+          "value": "N/A (Video Context)"
+        }
+      ]
+    },
+    {
+      "@type": "cr:FileSet",
+      "@id": "network_pcap_files",
+      "name": "Network packet captures",
+      "description": "Gameplay packet captures with IP/MAC pseudonymization and local-network discovery traffic removal; encrypted payload and regular DNS preserved in the anonymized release. Inventory: 80 files, 38.68 GB, 114,898,144 packets.",
+      "encodingFormat": "application/vnd.tcpdump.pcap",
+      "includes": [
+        "participant_P*/session_S*/captured_packets_P*_S*.pcap"
+      ],
+      "excludes": [
+        ".venv/**",
+        "analysis_outputs/**",
+        "scripts/**",
+        "metadata/private/**",
+        "anonymized_hf_release*/**"
+      ],
+      "contentSize": "38.68 GB",
+      "additionalProperty": [
+        {
+          "@type": "sc:PropertyValue",
+          "name": "modality",
+          "value": "Network Telemetry"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "file_type",
+          "value": "captured_packets_pcap"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "total_files",
+          "value": 80
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "data_size",
+          "value": "38.68 GB"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "recorded_events_or_rows",
+          "value": "114,898,144 packets"
+        }
+      ]
+    },
+    {
+      "@type": "cr:FileSet",
+      "@id": "mouse_csv_files",
+      "name": "Mouse telemetry CSV files",
+      "description": "Canonical whole-session event-driven mouse movement, click, scroll, speed, distance, and acceleration telemetry. Inventory: 80 files, 9.74 GB, 90,172,347 events.",
+      "encodingFormat": "text/csv",
+      "includes": [
+        "participant_P*/session_S*/mouse_P*_S*.csv"
+      ],
+      "excludes": [
+        "**/*Match*.csv",
+        ".venv/**",
+        "analysis_outputs/**",
+        "scripts/**",
+        "metadata/private/**",
+        "anonymized_hf_release*/**"
+      ],
+      "contentSize": "9.74 GB",
+      "additionalProperty": [
+        {
+          "@type": "sc:PropertyValue",
+          "name": "modality",
+          "value": "Mouse Dynamics"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "file_type",
+          "value": "mouse_csv"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "total_files",
+          "value": 80
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "data_size",
+          "value": "9.74 GB"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "recorded_events_or_rows",
+          "value": "90,172,347 events"
+        }
+      ]
+    },
+    {
+      "@type": "cr:FileSet",
+      "@id": "keyboard_csv_files",
+      "name": "Keyboard HID CSV files",
+      "description": "Canonical whole-session keystroke press/release timing, dwell time, polling interval, and active key combinations. Inventory: 80 files, 40.57 MB, 498,801 events.",
+      "encodingFormat": "text/csv",
+      "includes": [
+        "participant_P*/session_S*/keyboard_P*_S*.csv"
+      ],
+      "excludes": [
+        "**/*Match*.csv",
+        ".venv/**",
+        "analysis_outputs/**",
+        "scripts/**",
+        "metadata/private/**",
+        "anonymized_hf_release*/**"
+      ],
+      "contentSize": "40.57 MB",
+      "additionalProperty": [
+        {
+          "@type": "sc:PropertyValue",
+          "name": "modality",
+          "value": "Keystroke Dynamics"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "file_type",
+          "value": "keyboard_csv"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "total_files",
+          "value": 80
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "data_size",
+          "value": "40.57 MB"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "recorded_events_or_rows",
+          "value": "498,801 events"
+        }
+      ]
+    },
+    {
+      "@type": "cr:FileSet",
+      "@id": "hardware_json_files",
+      "name": "Hardware profile JSON files",
+      "description": "Session-level OS, CPU, RAM, display, and HID-device metadata after removing hostnames, MAC addresses, serials, and direct device IDs. Inventory: 79 files, < 1 MB, 79 JSON records.",
+      "encodingFormat": "application/json",
+      "includes": [
+        "participant_P*/session_S*/hardware_info_P*_S*.json"
+      ],
+      "excludes": [
+        ".venv/**",
+        "analysis_outputs/**",
+        "scripts/**",
+        "metadata/private/**",
+        "anonymized_hf_release*/**"
+      ],
+      "contentSize": "< 1 MB",
+      "additionalProperty": [
+        {
+          "@type": "sc:PropertyValue",
+          "name": "modality",
+          "value": "Hardware Context"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "file_type",
+          "value": "hardware_info_json"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "total_files",
+          "value": 79
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "data_size",
+          "value": "< 1 MB"
+        },
+        {
+          "@type": "sc:PropertyValue",
+          "name": "recorded_events_or_rows",
+          "value": "79 JSON records"
+        }
+      ]
+    }
+  ],
+  "recordSet": [
+    {
+      "@type": "cr:RecordSet",
+      "@id": "mouse_records",
+      "name": "mouse_records",
+      "description": "One record per mouse telemetry row.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "mouse_records/timestamp",
+          "name": "timestamp",
+          "description": "Unix timestamp of mouse event.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "mouse_csv_files"
+            },
+            "extract": {
+              "column": "Timestamp"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mouse_records/x",
+          "name": "x",
+          "description": "Absolute cursor X coordinate.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "mouse_csv_files"
+            },
+            "extract": {
+              "column": "X"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mouse_records/y",
+          "name": "y",
+          "description": "Absolute cursor Y coordinate.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "mouse_csv_files"
+            },
+            "extract": {
+              "column": "Y"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mouse_records/event",
+          "name": "event",
+          "description": "Mouse event type such as Move, click, or scroll.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "mouse_csv_files"
+            },
+            "extract": {
+              "column": "Event"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mouse_records/click_count",
+          "name": "click_count",
+          "description": "Cumulative or event-local click count.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileSet": {
+              "@id": "mouse_csv_files"
+            },
+            "extract": {
+              "column": "Click Count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mouse_records/double_click_count",
+          "name": "double_click_count",
+          "description": "Double-click count.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileSet": {
+              "@id": "mouse_csv_files"
+            },
+            "extract": {
+              "column": "Double Click Count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mouse_records/scroll_count",
+          "name": "scroll_count",
+          "description": "Scroll count.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileSet": {
+              "@id": "mouse_csv_files"
+            },
+            "extract": {
+              "column": "Scroll Count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mouse_records/speed",
+          "name": "speed",
+          "description": "Instantaneous cursor speed in pixels per second.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "mouse_csv_files"
+            },
+            "extract": {
+              "column": "Speed"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mouse_records/movement_distance",
+          "name": "movement_distance",
+          "description": "Distance moved since prior event.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "mouse_csv_files"
+            },
+            "extract": {
+              "column": "Movement Distance"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mouse_records/movement_time",
+          "name": "movement_time",
+          "description": "Elapsed movement interval since prior event.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "mouse_csv_files"
+            },
+            "extract": {
+              "column": "Movement Time"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mouse_records/acceleration",
+          "name": "acceleration",
+          "description": "Estimated cursor acceleration.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "mouse_csv_files"
+            },
+            "extract": {
+              "column": "Acceleration"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mouse_records/elapsed_time",
+          "name": "elapsed_time",
+          "description": "Elapsed time from logger start (seconds).",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "mouse_csv_files"
+            },
+            "extract": {
+              "column": "Elapsed Time"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "keyboard_records",
+      "name": "keyboard_records",
+      "description": "One record per key press/release pair.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "keyboard_records/start_time",
+          "name": "start_time",
+          "description": "Unix timestamp of key press.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "keyboard_csv_files"
+            },
+            "extract": {
+              "column": "Start Time"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "keyboard_records/release_time",
+          "name": "release_time",
+          "description": "Unix timestamp of key release.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "keyboard_csv_files"
+            },
+            "extract": {
+              "column": "Release Time"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "keyboard_records/key",
+          "name": "key",
+          "description": "Key identifier.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "keyboard_csv_files"
+            },
+            "extract": {
+              "column": "Key"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "keyboard_records/elapsed_start_time",
+          "name": "elapsed_start_time",
+          "description": "Unix epoch timestamp of key press.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "keyboard_csv_files"
+            },
+            "extract": {
+              "column": "Elapsed Start Time"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "keyboard_records/elapsed_release_time",
+          "name": "elapsed_release_time",
+          "description": "Unix epoch timestamp of key release.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "keyboard_csv_files"
+            },
+            "extract": {
+              "column": "Elapsed Release Time"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "keyboard_records/duration",
+          "name": "duration",
+          "description": "Key dwell/hold duration in seconds.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "keyboard_csv_files"
+            },
+            "extract": {
+              "column": "Duration"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "keyboard_records/polling_rate",
+          "name": "polling_rate",
+          "description": "Interval or polling-derived timing value recorded by logger.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileSet": {
+              "@id": "keyboard_csv_files"
+            },
+            "extract": {
+              "column": "Polling Rate"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "keyboard_records/consecutive_keys",
+          "name": "consecutive_keys",
+          "description": "Active or consecutive key combination context.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "keyboard_csv_files"
+            },
+            "extract": {
+              "column": "Consecutive Keys"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "session_manifest_records",
+      "name": "session_manifest_records",
+      "description": "Derived metadata table produced by BEACON EDA scripts for session-level counts, duration, and modality availability.",
+      "data": {
+        "players": 28,
+        "sessions": 79,
+        "active_capture_hours": 102.55,
+        "indexed_size_gb": 461.41,
+        "mouse_rows": 90172347,
+        "keyboard_rows": 498801,
+        "pcap_packets_scanned": 57085106
+      }
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "modality_summary_records",
+      "name": "modality_summary_records",
+      "description": "Canonical release-level modality inventory matching the dataset summary table.",
+      "data": [
+        {
+          "modality": "Screen Recordings",
+          "file_type": "screen_record_mp4",
+          "file_set_id": "screen_recording_files",
+          "total_files": 74,
+          "data_size": "381.1 GB",
+          "recorded_events_or_rows": "N/A (Video Context)"
+        },
+        {
+          "modality": "Network Telemetry",
+          "file_type": "captured_packets_pcap",
+          "file_set_id": "network_pcap_files",
+          "total_files": 80,
+          "data_size": "38.68 GB",
+          "recorded_events_or_rows": "114,898,144 packets"
+        },
+        {
+          "modality": "Mouse Dynamics",
+          "file_type": "mouse_csv",
+          "file_set_id": "mouse_csv_files",
+          "total_files": 80,
+          "data_size": "9.74 GB",
+          "recorded_events_or_rows": "90,172,347 events"
+        },
+        {
+          "modality": "Keystroke Dynamics",
+          "file_type": "keyboard_csv",
+          "file_set_id": "keyboard_csv_files",
+          "total_files": 80,
+          "data_size": "40.57 MB",
+          "recorded_events_or_rows": "498,801 events"
+        },
+        {
+          "modality": "Hardware Context",
+          "file_type": "hardware_info_json",
+          "file_set_id": "hardware_json_files",
+          "total_files": 79,
+          "data_size": "< 1 MB",
+          "recorded_events_or_rows": "79 JSON records"
+        }
+      ]
+    }
+  ],
+  "isAccessibleForFree": false,
+  "conditionsOfAccess": "HID CSVs and derived metadata may be distributed directly after anonymization. PCAP and video files should be distributed through controlled access or git-lfs only after privacy review."
+}

metadata/public_participant_session_manifest.csv

@@ -0,0 +1,80 @@
+participant_id,session_id,release_path
+P001,S001,participant_P001/session_S001
+P002,S001,participant_P002/session_S001
+P002,S002,participant_P002/session_S002
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+P028,S025,participant_P028/session_S025
+P020,S001,participant_P020/session_S001

metadata/public_release_manifest.csv

@@ -0,0 +1,603 @@
+participant_id,session_id,release_path,modality,status,size_bytes,sha256
+P001,S001,participant_P001/session_S001/captured_packets_P001_S001.pcap,pcap,anonymized,33016536,7ab7179ada97e9ac38ab2ec44742fa6ed9e51a38ea418b30b2b9d85588731538
+P001,S001,participant_P001/session_S001/hardware_info_P001_S001.json,hardware,written,1659,6a8b3fd8d8da6cf54810d81671e146cde3c5f1805357d8b173fa6de8b3d41f6c
+P001,S001,,keyboard_csv,omitted_match_csv,0,
+P001,S001,,keyboard_csv,omitted_match_csv,0,
+P001,S001,participant_P001/session_S001/keyboard_P001_S001.csv,keyboard_csv,written,733430,f3725bca8ac79faf03c98f447bed7ec03d5668828df716f5d80c650170a494c0
+P001,S001,,mouse_csv,omitted_match_csv,0,
+P001,S001,,mouse_csv,omitted_match_csv,0,
+P001,S001,participant_P001/session_S001/mouse_P001_S001.csv,mouse_csv,written,180072032,fc08e7e945dd2069f547b84bcbdedb0124ee25ff7c564e8a6b3c269c4f705a3f
+P001,S001,participant_P001/session_S001/screen_record_P001_S001.mp4,video,copied_unredacted,4916489732,a65a70913073b083eef71cea40be0bbcc5f619db557c99354dda35a45aaba4c6
+P002,S001,participant_P002/session_S001/captured_packets_P002_S001.pcap,pcap,anonymized,23357284,58549966dec07fa1fd7a90e181b2df8dac5bd3453084c828c28fd4ba618d6c41
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+P002,S001,,keyboard_csv,omitted_match_csv,0,
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+P002,S001,participant_P002/session_S001/screen_record_P002_S001_part02.mp4,video,copied_unredacted,1259240319,7be2ef8c9cfa9f4f774461b62631d2166b403fb08280e548049bc0573ff3a57d
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+P002,S002,,mouse_csv,omitted_match_csv,0,
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participant_P001/session_S001/hardware_info_P001_S001.json

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+  "OS_Version": "10.0.26100",
+  "OS_Release": "11",
+  "Architecture": "64bit",
+  "Processor": "Intel64 Family 6 Model 151 Stepping 2, GenuineIntel",
+  "RAM": "15 GB",
+  "Machine": "AMD64",
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+      "Height": 864,
+      "Aspect_Ratio": "1152:864"
+    }
+  ],
+  "Target_I/O_Devices": {
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+        "Name": "HID Keyboard Device",
+        "Status": "OK"
+      },
+      {
+        "Name": "HID Keyboard Device",
+        "Status": "OK"
+      }
+    ],
+    "Mouse": [
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+        "Name": "HID-compliant mouse",
+        "Status": "OK"
+      }
+    ],
+    "Monitor": [
+      {
+        "Name": "WAN Miniport (Network Monitor)",
+        "Status": "OK"
+      },
+      {
+        "Name": "Generic Monitor (Acer VG240Y)",
+        "Status": "OK"
+      }
+    ],
+    "Speaker": [
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+        "Name": "Speakers (Realtek(R) Audio)",
+        "Status": "OK"
+      },
+      {
+        "Name": "Realtek(R) Audio",
+        "Status": "OK"
+      },
+      {
+        "Name": "HD Audio Driver for Display Audio",
+        "Status": "OK"
+      },
+      {
+        "Name": "Acer VG240Y (HD Audio Driver for Display Audio)",
+        "Status": "OK"
+      },
+      {
+        "Name": "Realtek Audio Effects Component",
+        "Status": "OK"
+      },
+      {
+        "Name": "High Definition Audio Controller",
+        "Status": "OK"
+      },
+      {
+        "Name": "Realtek Audio Universal Service",
+        "Status": "OK"
+      },
+      {
+        "Name": "HD Audio Driver for Display Audio",
+        "Status": "OK"
+      }
+    ],
+    "Bluetooth": []
+  },
+  "participant_id": "P001",
+  "session_id": "S001"
+}

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+  "OS_Release": "11",
+  "Architecture": "64bit",
+  "Processor": "Intel64 Family 6 Model 154 Stepping 3, GenuineIntel",
+  "RAM": "15 GB",
+  "Machine": "AMD64",
+  "Monitors": [
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+      "Aspect_Ratio": "1920:1080"
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+  "Target_I/O_Devices": {
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+        "Status": "OK"
+      },
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+        "Status": "OK"
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+        "Status": "OK"
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+        "Status": "OK"
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+      {
+        "Name": "HID-compliant mouse",
+        "Status": "OK"
+      }
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+        "Status": "OK"
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+        "Status": "OK"
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+        "Status": "OK"
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+        "Status": "OK"
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+        "Status": "OK"
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+        "Status": "OK"
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+        "Status": "OK"
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+    ]
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+  "session_id": "S001"
+}

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participant_P002/session_S001/mouse_P002_S001.csv

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participant_P002/session_S001/screen_record_P002_S001.mp4

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participant_P002/session_S001/screen_record_P002_S001_part02.mp4

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participant_P002/session_S002/captured_packets_P002_S002.pcap

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participant_P002/session_S002/hardware_info_P002_S002.json

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+  "Architecture": "64bit",
+  "Processor": "Intel64 Family 6 Model 151 Stepping 2, GenuineIntel",
+  "RAM": "15 GB",
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+      "Height": 1080,
+      "Aspect_Ratio": "1920:1080"
+    }
+  ],
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+        "Status": "OK"
+      },
+      {
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+      }
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+      }
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+      },
+      {
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+      },
+      {
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+      },
+      {
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+      },
+      {
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+      {
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+      {
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+      }
+    ],
+    "Bluetooth": []
+  },
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+  "session_id": "S002"
+}

participant_P002/session_S002/mouse_P002_S002.csv

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participant_P002/session_S002/screen_record_P002_S002.mp4

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participant_P003/session_S001/captured_packets_P003_S001.pcap

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participant_P003/session_S001/hardware_info_P003_S001.json

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+      }
+    ],
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+  },
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+  "session_id": "S001"
+}

participant_P003/session_S001/keyboard_P003_S001.csv

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