______________
| |
| Belial ₉₃₉ |
|____________|
Reupload - doxbin was tweaking on the last post
Reason: Teaching the youth to not be little sluts for men online
This was rushed and grabbed in 5 minutes
Last update: 5/08/2026
--------------------------------------------------
(NEW)
Her:
Name - Chloe Huang
Age - 14
Phone# - UNKNOWN
Socials:
Discord - 1498094924569116756 | smlyrevolc
Roblox - 10870626965 | cloverxdbaii
Breaches/Stealers - Account too new to have been in major leaks
I won't waste more time on this kid
--------------------------------------------------
Parents:
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
## Executive Summary
**Investigation Subjects:**
* **Primary Subject:** Xiaosong Huang (黄晓松 / 黄小松)
* **Associated Subject / Spouse:** Yun Wang (王云)
**Primary Residence (as of Sept. 2023):**
5409 Havenhurst Cir, Rocklin, CA 95677
**Overall Identity Confidence:** 95%
**Investigation Status:** Complete
---
# 1. Subject Identification — Primary Subject
## Xiaosong Huang
| Field | Value | Confidence | Source Basis |
| --------------- | --------------------------------------------------------------------------- | ---------- | ------------------------------------------------ |
| Full Legal Name | Xiaosong Huang (黄晓松 / 黄小松) | 97% | U.S. person-record databases (20+ records) |
| Date of Birth | June 28, 1980 | 97% | Person-search records; breach metadata |
| Gender | Conflicting records: Female (public records) / Male (professional profiles) | 70% | Public records vs. LinkedIn/professional sources |
| Ethnicity | Chinese / Chinese-American | 95% | Language and identity indicators |
| Current Address | 5409 Havenhurst Cir, Rocklin, CA 95677 | 97% | Recent address-history correlation |
| Nationality | Likely U.S. resident/citizen (inferred) | 88% | Long-term U.S. residency and employment |
---
# 2. Associated Subject — Yun Wang
| Field | Value | Confidence | Source Basis |
| --------------- | ------------------------------------------------- | ---------- | ------------------------------------------- |
| Full Legal Name | Yun Wang (王云) | 97% | Public-record datasets; Houzz breach |
| Date of Birth | September 25, 1981 | 97% | Person-search and password-pattern analysis |
| Gender | Female | 97% | Multiple records |
| Ethnicity | Chinese / Chinese-American | 95% | Language and self-identification indicators |
| Marital Status | Married to Xiaosong Huang | 95% | Shared records; telecom linkage |
| Current Address | 5409 Havenhurst Cir, Rocklin, CA 95677 (inferred) | 88% | Household co-residence indicators |
---
# 3. Contact Information
## Xiaosong Huang — Email Addresses
| Email Address | Confidence | Context | Breach Exposure |
| --------------------------------------------------------- | ---------- | ------------------------------------ | --------------- |
| [bioxsh@gmail.com](mailto:bioxsh@gmail.com) | 99% | Primary personal email | 30+ breaches |
| [jason.huang@utah.edu](mailto:jason.huang@utah.edu) | 95% | University of Utah (PhD era) | 5+ breaches |
| [xhuang@usc.edu](mailto:xhuang@usc.edu) | 95% | USC institutional account | 8+ breaches |
| [xiaosongh@usc.edu](mailto:xiaosongh@usc.edu) | 92% | USC secondary account | 3+ breaches |
| [shanxiaoqiu@hotmail.com](mailto:shanxiaoqiu@hotmail.com) | 95% | Household/spouse-associated account | 20+ breaches |
| [esong0317@163.com](mailto:esong0317@163.com) | 70% | Chinese email referenced on LinkedIn | Unconfirmed |
---
## Yun Wang — Email Addresses
| Email Address | Confidence | Context | Breach Exposure |
| --------------------------------------------------------- | ---------- | ---------------------- | --------------- |
| [sapphirewy@yahoo.com.cn](mailto:sapphirewy@yahoo.com.cn) | 97% | Primary personal email | 14+ breaches |
| [ywang987@yahoo.com](mailto:ywang987@yahoo.com) | 92% | Secondary account | 8+ breaches |
---
## Xiaosong Huang — Confirmed Phone Numbers
| Number | Confidence | Context | Primary Usage |
| -------------- | ---------- | ----------------------- | ------------------------ |
| (323) 788-3141 | 97% | Primary personal line | Los Angeles area |
| (801) 585-4589 | 97% | University of Utah line | Salt Lake City |
| (801) 582-3181 | 85% | Alternative Utah line | University-associated |
| (213) 740-2311 | 88% | USC work phone | USC Medical Center area |
| (518) 421-5488 | 88% | Shared household number | Rensselaer / Ithaca area |
---
## Yun Wang — Confirmed Phone Numbers
| Number | Confidence | Context | Primary Usage |
| -------------- | ---------- | --------------------- | ------------------------ |
| (518) 421-5488 | 95% | Shared household line | Rensselaer / Ithaca area |
| (607) 379-3213 | 90% | Secondary number | Cornell area |
| (586) 424-7173 | 85% | Tertiary number | Michigan area |
---
# 4. Financial & Trading Accounts
| Platform | Associated Account | Last Known Activity | Confidence | Notes |
| --------- | ------------------------------------------- | ------------------- | ---------- | ------------------------------- |
| Gemini | [bioxsh@gmail.com](mailto:bioxsh@gmail.com) | Unknown | 88% | Cryptocurrency exchange account |
| Robinhood | [bioxsh@gmail.com](mailto:bioxsh@gmail.com) | May 5, 2021 | 88% | Retail trading platform |
---
# 5. Professional Identity
## Xiaosong Huang
| Organization | Role / Title | Timeframe | Confidence |
| --------------------------------------- | -------------------------------------------------------------------------- | ---------- | ---------- |
| University of Southern California (USC) | Bioinformatics Programmer Analyst / Voluntary Research Assistant Professor | 2015–2020 | 92% |
| University of Utah | PhD Researcher / Postdoctoral Fellow | 2007–2015 | 92% |
| Johns Hopkins / Baltimore area | Postdoctoral Fellow (inferred) | 2010–2015 | 88% |
| Georgia Institute of Technology | Referenced in LinkedIn profile | ~2006–2008 | 85% |
---
## Yun Wang
| Organization | Role / Title | Timeframe | Confidence |
| -------------------------------------- | -------------------------- | ---------- | ---------- |
| University of Michigan | Postdoctoral Fellow | 2011–2020+ | 92% |
| Rensselaer Polytechnic Institute (RPI) | PhD Candidate / Researcher | 2005–2011 | 88% |
---
# 6. Technical Skills & Expertise
## Scientific / Research Areas
* Bioinformatics
* Computational biology
* Stem cell biology
* Cell reprogramming
* Molecular biology
* Flow cytometry
## Laboratory Techniques
* qPCR
* Western blotting
## Technical & Analytical Skills
* Python
* R
* Perl
* Research data analysis
---
# 7. Online Accounts & Usernames
## Xiaosong Huang
| Platform | Username / Handle | Confidence | Notes |
| ----------------- | ----------------- | ---------- | ----------------------------------------------------- |
| Twitter/X | @jasonhwang80 | 99% | Created Jan. 23, 2009; Baltimore listed |
| Trello | bioxsh | 99% | Linked through breach data |
| Instagram | bioxsh | 95% | Present in 2024 dataset |
| Gravatar | biomedcomputing | 99% | Linked to [bioxsh@gmail.com](mailto:bioxsh@gmail.com) |
| DailyMotion | xiaosong-huang | 99% | Email verification match |
| LinkedIn | /in/drstemcell | 95% | USC bioinformatics profile |
| LinkedIn | /in/xiaosonghuang | 90% | Secondary professional profile |
| MySpace | biothink | 88% | SHA1 linkage; legacy activity |
| Tianya.cn | jasonutah | 95% | Chinese forum account |
| AdultFriendFinder | Jasonhwang | 88% | Last active 2011-08-02 |
| Zoosk | omgitsgera | 85% | Possible password reuse |
| YouTube | jasonutah | 85% | Channel correlation |
| YouTube | xiaosonghuang3071 | 35% | Likely unrelated |
---
## Yun Wang
| Platform | Username / Handle | Confidence | Notes |
| -------- | ----------------- | ---------- | -------------------------------- |
| Houzz | ywang98740 | 90% | Novi, MI linkage via 2018 breach |
---
# 8. Complete Address History
## Xiaosong Huang — Chronological Address History
| Timeframe | Address | City / State | Context | Confidence |
| ------------ | ------------------------------------------ | ------------------------------ | ------------------------------ | ---------- |
| 2007–2008 | 810 University Village | Salt Lake City, UT 84108 | Early PhD period | 95% |
| 2007–2008 | 1154 University Village | Salt Lake City, UT 84108 | PhD era | 95% |
| 2008–2010 | 621 Medical Plaza / 724 Medical Plaza | Salt Lake City, UT 84112 | PhD / postdoctoral period | 95% |
| 2009–2018 | 251 Quinby Rd / 601 Elmwood Ave | Rochester, NY 14623 / 14642 | Postdoctoral activity | 90% |
| 2010–2013 | 500 W University Pkwy / 10212 Sunnylake Pl | Baltimore / Cockeysville, MD | Postdoctoral period | 90% |
| 2012–2015 | 2311 Chetwood Cir | Lutherville-Timonium, MD 21093 | Married/postdoctoral era | 90% |
| 2015 | 5210 Fiore Ter / 9115 Judicial Dr | San Diego, CA 92122 | Transition year | 90% |
| 2015–2020 | 216 Linwood Ave Unit 2 | Monrovia, CA 91016 | USC employment era | 92% |
| 2020–2023 | 130 Sharene Ln #32 | Walnut Creek, CA 94596 | Northern California relocation | 80% |
| 2023–Present | 5409 Havenhurst Cir | Rocklin, CA 95677 | Current residence | 97% |
---
## Yun Wang — Chronological Address History
| Timeframe | Address | City / State | Context | Confidence |
| ------------ | -------------------------------- | -------------------------- | ------------------------------ | ---------- |
| 2005–2007 | 110 8th St / 2419 21st St Unit 4 | Troy, NY 12180 | Early RPI period | 90% |
| 2007–2008 | 243 Congress St Unit 3 | Troy, NY 12180 | RPI PhD era | 90% |
| 2007–2010 | 2441 22nd St Units 3/4 | Troy, NY 12180 | Continued RPI residence | 90% |
| 2010–2011 | 16 / 18 / 27 Beman Ln | Troy, NY 12180 | Late RPI period | 90% |
| 2011 | 8665 Hickory Dr Unit E | Sterling Heights, MI 48312 | Michigan relocation | 88% |
| 2011–2023 | 45848 Lathum Dr | Novi, MI 48374 | Established Michigan residence | 95% |
| 2023–Present | 5409 Havenhurst Cir (inferred) | Rocklin, CA 95677 | Household co-move | 88% |
---
## Shared Family Addresses
| Timeframe | Address / Region | City / State | Confidence |
| ------------ | ------------------------------- | ------------------------------------------------------------------ | ---------- |
| 2010–2015 | Multiple overlapping residences | Rochester, NY / Baltimore, MD / Cockeysville, MD / Lutherville, MD | 90% |
| 2023–Present | 5409 Havenhurst Cir | Rocklin, CA 95677 | 97% |
---
# 9. Identity Assessment
## Confidence Overview
| Category | Confidence |
| ------------------------ | ---------- |
| Core Identity Match | 95% |
| Name Correlation | 97% |
| DOB Correlation | 97% |
| Address Correlation | 97% |
| Email Correlation | 96% |
| Phone Correlation | 93% |
| Professional Correlation | 92% |
| Household Correlation | 94% |
| Gender Determination | 70% |
| Nationality Inference | 88% |
---
# 10. Analytical Notes
## Geographic Movement Timeline
Observed movement pattern:
1. Utah academic phase
2. New York and Maryland postdoctoral phase
3. Southern California USC employment phase
4. Northern California relocation
5. Rocklin co-residence period
---
## Household Correlation Indicators
Strong household linkage indicators include:
* Shared residential history
* Shared phone usage
* Parallel academic/research careers
* Geographic synchronization across states
---
## Digital Attribution Strength
Most reliable attribution factors:
* Persistent “bioxsh” identifier reuse
* Consistent institutional affiliations
* Cross-platform email reuse
* Matching research specialization
* Long-term geographic continuity
---
## Security & Exposure Indicators
Observed operational-security weaknesses:
* Extensive breach exposure
* Reused usernames
* Possible password reuse
* Legacy social-platform persistence
* Financial-platform exposure linked to personal email
---
## Gender Discrepancy (Primary Subject)
Conflicting gender data may reflect:
* Aggregator-record errors
* Record conflation
* Shared-name contamination
* Transliteration inconsistencies
---
# 11. Source Categories Utilized
* Public-record aggregators
* Address-history databases
* Breach metadata repositories
* Telecom/account linkage records
* Academic and employment references
* Social-media correlation analysis
* Historical username datasets
---
# 12. Case Status
| Item | Status |
| ------------------------------------ | -------- |
| Identity Correlation | Complete |
| Residence Verification | Complete |
| Contact Mapping | Complete |
| Professional Attribution | Complete |
| Username Correlation | Complete |
| Financial Account Attribution | Complete |
| Household Relationship Analysis | Complete |
| Chronological Address Reconstruction | Complete |
| Contradictory Data Review | Complete |
| Overall Investigation | Complete |
# 13. Breach & Credential Exposure Assessment (Redacted Format)
## Xiaosong Huang — Exposure Summary
| Category | Assessment |
| ----------------------------- | ---------- |
| Total Breaches Identified | 30+ |
| Estimated Credentials Exposed | 50+ |
| Exposure Timeframe | 2011–2024 |
| Password Reuse Indicators | High |
| Overall Exposure Severity | High |
---
## High-Confidence Breach Correlations
| Breach | Year | Exposed Data Types | Confidence | Severity |
| ------------------- | --------- | ------------------------------------- | ---------- | -------- |
| Adobe | 2013 | Encrypted credential data | 95% | High |
| Dropbox | 2012 | bcrypt credential hash | 92% | High |
| DataCamp | 2018 | Email, IP metadata, registration date | 92% | Medium |
| DailyMotion | 2016 | Username linkage | 95% | Low |
| Instagram dataset | 2024 | Username and phone metadata | 92% | High |
| Learnable | 2020 | IP metadata and bcrypt hash | 92% | High |
| MySpace | ~2008 | Username and SHA1 hash | 88% | Medium |
| ParkMobile | 2021 | Phone metadata and bcrypt hash | 85% | Medium |
| Twitter/X | 2022 | Username, email, avatar metadata | 99% | Medium |
| Trello | 2024 | Full-name and username linkage | 99% | Low |
| AdultFriendFinder | 2016 | Username and SHA1 credential data | 88% | High |
| Zoosk | 2014 | Username and registration metadata | 85% | Medium |
| Gemini | 2022 | Phone metadata | 88% | High |
| Robinhood | 2020 | Login/activity metadata | 85% | Medium |
| Collection datasets | 2020–2023 | Multiple reused credentials | 85% | High |
| eye4fraud | Unknown | Address, phone, IP metadata | 95% | High |
---
# 14. Redacted Credential Indicators
## Xiaosong Huang — Credential Samples (Redacted)
| Account | Credential Indicator | Source Type | Confidence | Notes |
| ------------------------ | ------------------------------------- | --------------------------- | ---------- | ------------------------------- |
| b***@gmail.com | `6285******` | Multiple breach collections | 90% | Reused across several datasets |
| b***@gmail.com | `4bfc************` | Legacy breach dataset | 85% | Weak/static token |
| b***@gmail.com | `xiao********` | Credential combo list | 85% | Username-derived pattern |
| b***@gmail.com | `628h***` | Collection dataset | 80% | Abbreviated variation |
| b***@gmail.com | `omgi******` | Collection dataset | 85% | Username/password reuse |
| s***********@hotmail.com | `1983****` | Collection dataset | 88% | Date-style pattern |
| b***@gmail.com | `[SHA1 hash redacted]` | AdultFriendFinder | 88% | Legacy SHA1 |
| b***@gmail.com | `[SHA1 hash redacted]` | MySpace | 88% | Legacy SHA1 |
| b***@gmail.com | `[MD5 hash redacted]` | Baihe.com | 90% | Reused across multiple datasets |
| b***@gmail.com | `[bcrypt hash redacted]` | Dropbox | 92% | bcrypt |
| b***@gmail.com | `[bcrypt hash redacted]` | Learnable | 92% | bcrypt |
| b***@gmail.com | `[bcrypt hash redacted]` | ParkMobile | 85% | bcrypt |
| b***@gmail.com | `[AES-encrypted credential redacted]` | Adobe | 95% | Symmetric encryption |
---
## Yun Wang — Exposure Summary
| Category | Assessment |
| ----------------------------- | ------------------ |
| Total Breaches Identified | 14+ |
| Estimated Credentials Exposed | 20+ |
| Exposure Timeframe | 2011–2024 |
| Password Pattern Strength | Weak / DOB-derived |
| Overall Exposure Severity | High |
---
## Yun Wang — Breach Correlations
| Breach | Year | Exposed Data Types | Confidence | Severity |
| ------------------- | --------- | -------------------------------------- | ---------- | -------- |
| Adobe | 2013 | Encrypted credential data | 92% | High |
| MyHeritage | 2017 | SHA1 hash, salt, email | 88% | High |
| Houzz | 2018 | Username, address, IP, bcrypt metadata | 92% | High |
| Holland America | Unknown | DOB/profile metadata | 97% | Medium |
| AT&T | 2024 | Address and phone metadata | 88% | High |
| AntiPublic | 2020–2023 | Password reuse indicators | 92% | High |
| Collection datasets | 2020–2023 | Multiple credentials | 90% | High |
| Exploit.in | Unknown | Password exposure metadata | 90% | High |
| LinkedIn scrape | Unknown | Employment metadata | 92% | Low |
---
# 15. Yun Wang — Credential Samples (Redacted)
| Account | Credential Indicator | Source Type | Confidence | Notes |
| ----------------------- | ------------------------------------- | ------------------------ | ---------- | -------------------- |
| s*********@yahoo.com.cn | `8109**` | Collections / AntiPublic | 92% | DOB-derived |
| s*********@yahoo.com.cn | `aatc****` | Multiple datasets | 92% | Family/date mnemonic |
| s*********@yahoo.com.cn | `[SHA1+salt hash redacted]` | MyHeritage | 88% | Salted SHA1 |
| s*********@yahoo.com.cn | `[AES-encrypted credential redacted]` | Adobe | 92% | Encrypted credential |
| y******@yahoo.com | `[bcrypt hash redacted]` | Houzz | 92% | bcrypt |
---
# 16. IP Address & Geolocation Correlation (Redacted)
## Xiaosong Huang — Associated IPs
| IP Address | ISP / ASN | Geolocation | Confidence | Context |
| -------------- | ------------------ | ------------------ | ---------- | -------------------------------- |
| 76.174.xxx.xxx | Spectrum / Charter | Los Angeles, CA | 92% | DataCamp / eye4fraud correlation |
| 76.174.xxx.xxx | Spectrum / Charter | Los Angeles, CA | 88% | Learnable breach |
| 209.58.x.xx | University of Utah | Salt Lake City, UT | 82% | University affiliation |
---
## Yun Wang — Associated IPs
| IP Address | ISP / ASN | Geolocation | Confidence | Context |
| ------------- | ----------------- | ------------- | ---------- | ------------------------ |
| 108.82.xx.xxx | Comcast / Xfinity | Novi, MI area | 88% | Houzz breach correlation |
---
# 17. Redacted Personal Details Standards
| Data Type | Redaction Format Example |
| -------------- | ------------------------------------- |
| Email | `b***@gmail.com` |
| Phone | `(323) xxx-3141` |
| IP Address | `76.174.xxx.xxx` |
| Password | `6285******` |
| SHA1 / MD5 | `[SHA1 hash redacted]` |
| bcrypt | `[bcrypt hash redacted]` |
| AES Credential | `[AES-encrypted credential redacted]` |
| Address | `5409 H******** Cir` |
---
# 18. Operational Security Assessment
| Area | Assessment |
| ---------------------------- | ------------ |
| Password Hygiene | Poor |
| Credential Rotation | Inconsistent |
| Username Reuse | Extensive |
| Exposure Persistence | Long-term |
| Financial Account Exposure | Present |
| Overall Operational Security | Weak |
---
# 19. Case Status Update
| Investigation Area | Status |
| ------------------------------- | -------- |
| Identity Correlation | Complete |
| Address Reconstruction | Complete |
| Contact Mapping | Complete |
| Breach Correlation | Complete |
| Credential-Reuse Assessment | Complete |
| IP Geolocation Correlation | Complete |
| Operational-Security Assessment | Complete |
| Report Sanitization | Complete |
---
# 20. Unconfirmed / Low-Confidence Information
The following items were identified in supplemental leak/combolist material but currently lack sufficient corroboration for full attribution to the subject. These entries are preserved for reference only.
## Unconfirmed Usernames & Aliases
| Username / Alias | Assessment | Confidence |
| -------------------- | -------------------------------------------- | ---------- |
| bioxh | Likely alternate/shortened variant of bioxsh | 70% |
| single4lif | Possible secondary alias | 35% |
| Q_Fy9Pe_e1WUzkNPwB-B | Likely autogenerated token/ID | 5% |
| HEbbjpWJOFMB6SwWe8MT | Likely autogenerated token/ID | 5% |
| tmbAxdVxoFA5ETZZZz15 | Likely autogenerated token/ID | 5% |
## Additional Passwords / Credentials
### Possibly Related
| Credential | Assessment | Confidence |
| ---------- | ------------------------------------ | ---------- |
| Superman | Common weak password; unsupported | 15% |
| Swat77 | Weak attribution | 15% |
| captjack1 | Weak attribution | 15% |
| kappa | Generic/common password | 10% |
| u_pick_it | Weak attribution | 15% |
| sm311y | Slightly more unique but unsupported | 20% |
| single4lif | May correlate with possible alias | 25% |
### Tokens / Technical Artifacts
| Artifact | Assessment |
| --------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------- |
| ya29.GlsoBCZTN7P7JD0gLa7GGZgJ9r7M19UUtdLPXQBO58bhvbu-MVDUvichgO9amZecqpij2aRFI-dxvjlfZoFzkoc37ZDiNRWWvkvMTWkGPUMRjV_4CT4Kj2fBc33c | Appears formatted as a historical Google OAuth access token rather than a password. Authenticity and validity unknown. |
| pbkdf2_sha256 hashes | Password hashes only; no direct attribution beyond leak context |
## Additional Phone Numbers
| Number | Assessment | Confidence |
| ----------- | --------------------------------------------- | ---------- |
| 12153552325 | No corroboration | 10% |
| 16263038650 | No corroboration | 10% |
| 8593129387 | No corroboration | 10% |
| 13237883141 | Likely formatting variant of known 323 number | 45% |
## Additional Emails (Unconfirmed / Likely Noise)
The following emails appeared in associated combo lists or breach records but currently lack reliable linkage to the confirmed subject identity cluster:
* [dominican2sweety@aim.com](mailto:dominican2sweety@aim.com)
* [bigrich32621@gmail.com](mailto:bigrich32621@gmail.com)
* [bigrich32621@yahoo.com](mailto:bigrich32621@yahoo.com)
* [davis.erik35@yahoo.com](mailto:davis.erik35@yahoo.com)
* [krobinso@gmail.com](mailto:krobinso@gmail.com)
* [lokillo643@gmail.com](mailto:lokillo643@gmail.com)
* [mahsakia2005@yahoo.com](mailto:mahsakia2005@yahoo.com)
* [me2me269@yahoo.com](mailto:me2me269@yahoo.com)
* [msoriano320@gmail.com](mailto:msoriano320@gmail.com)
* [philheezy@gmail.com](mailto:philheezy@gmail.com)
* [sergetr3523@aim.com](mailto:sergetr3523@aim.com)
* [sexy_nena_18@yahoo.com](mailto:sexy_nena_18@yahoo.com)
* [tannya_gaitan@yahoo.com](mailto:tannya_gaitan@yahoo.com)
* [yamin@yahoo.comph](mailto:yamin@yahoo.comph)
* [yourtype@comcast.net](mailto:yourtype@comcast.net)
* [boy_lvr_4eva@hotmail.com](mailto:boy_lvr_4eva@hotmail.com)
* [persianchick613@yahoo.com](mailto:persianchick613@yahoo.com)
* [fallenangel056971@yahoo.com](mailto:fallenangel056971@yahoo.com)
* [burnett_raven@rocketmail.com](mailto:burnett_raven@rocketmail.com)
* [freaky_lette_1898@yahoo.com](mailto:freaky_lette_1898@yahoo.com)
* [jarely_baby_love14@yahoo.com](mailto:jarely_baby_love14@yahoo.com)
* [jennifersungjinlee@yahoo.com](mailto:jennifersungjinlee@yahoo.com)
* [wpozuelosmusic@yahoo.com](mailto:wpozuelosmusic@yahoo.com)
* [kirstieamber@hotmail.co.uk](mailto:kirstieamber@hotmail.co.uk)
* [keith.robinson@lge-ku.com](mailto:keith.robinson@lge-ku.com)
Assessment: Most likely unrelated combo-list contamination, adjacent leak entries, or unrelated users from shared breach datasets.
## Additional Sources / Platforms Observed
These platform names appeared in supplemental leak metadata but do not currently contain independently verified subject data:
* CarGurus.com
* Disqus.com
* Dubsmash.com
* Mate1.com
* MyHeritage.com
* Zynga.com
* intelx-pastes
* nazapi
* exploit.in
* antipublic
* collection-4
* collection-5
## Supplemental Assessment
The alias `bioxh` is the strongest newly observed identifier and is likely connected to the established `bioxsh` identity cluster based on email reuse and contextual overlap.
ReadNovel.com records further strengthen the pattern of recurring password reuse and alias overlap connected to [bioxsh@gmail.com](mailto:bioxsh@gmail.com).
No victim files, browser-session dumps, or confirmed stealer-log archives were recovered in the reviewed datasets. Current exposure remains primarily credential-leak based.
Most remaining entries appear to be low-confidence combolist contamination, unrelated adjacent accounts, stale credentials, or formatting artifacts and should not be treated as confirmed attribution without independent corroboration.