sherrie caltagirone executive director · business saw ad bp never seen majestic asian spa japanese...
TRANSCRIPT
@GblEmancipation@SBCaltagirone
Sherrie CaltagironeExecutive Director
Agenda
2
Know Thine Enemy
Connecting Silos
Deciphering Crypto Language
Creating Behavioral Analytics
Incremental Innovation
Human Trafficking and Criminal Convergence
Human Trafficking and Criminal Convergence
What’s Trafficking?
“The recruitment, transportation, transfer, harboring,or receipt of persons by means of threat, force,abduction, fraud, deception or abuse of power andgiving or receiving payments or benefits to exertcontrol over another without their consent for thepurpose of exploitation.”
This Photo by Unknown Author is licensed under CC BY-SA
• Sex Trafficking• Forced Labor• Debt Bondage• Domestic
Servitude
• Child Soldiering• Mail-Order
Brides• Forced Begging• Child Sex
Tourism
Trafficking by the Numbers
Source: United States Dept of State - Trafficking in Persons Report 2019.
150billion worldwide
annually
____$ ____2nd
most profitable crime globally
____45.8
____11,096
prosecutions in 2018
____7,481
convictions in 2018
____
85,613victims identified in 2018
Know Thine Enemy
Cyber Kill
Chain
• “KILL CHAIN ANALYSIS IS A GUIDE FOR ANALYSTS TO UNDERSTAND WHAT INFORMATION IS, AND MAY BE, AVAILABLE FOR DEFENSIVE COURSES OF ACTION.” – LOCKHEED MARTIN
Human Trafficking Kill Chain
Strength of Action
Length of Impact
Impact Spectrum
Disrupt
Deny
Detect
Degrade
Deceive
Destroy
Connecting Silos
Non-Profits PublicGovernment
Government Agencies
International Organizations
Law Enforcement
Justice System
Legislators
Anti-Trafficking Organizations
Victim Services
Hotline Operators
Academics
Private Businesses
Internet Service Providers
Healthcare Providers
Counter-Trafficking StakeholdersWho Owns the Data?
Deciphering Crypto Language
sorta strange encounter back florida business wanted challenge adventure picking relatively unknown spa well shoulda stuck usual haunts floidabusiness saw ad bp never seen majestic asian spa japanese spa thought would check thinking might totally refreshing discovery brand spanking new spa mamasan taiwan said girl japanese im sure heard short conversation chinese guess possible girl japanese spoke chinese anyway girl utterly devoid english language english words heard "sorry sorry sorry" understanding word said even understand question "what name" repeated several times one time asked name drew diagram looked sorta like japanesechinese character much name sorry guys new game skills rough first thought knew nothing massage felt might training started hard massage total lack english understand wanted lighten never smiled kept going hard massage girl tits sensitive pussy sensitive right way kissing bbbj cfs yet seemed trying innocent best good job shes nearly ready prime time especially lack english idea girls would go back try different girl girl easily undressed good sign others may would good another monger try place report findings
26.30681:-80.09441#
mamasan
total lack English
“sorry sorry sorry”
monger
kissing bbbj
brand spanking newbp
girls
Monitoring Language
Drift
19
Creating Behavioral Analytics
Source: “Human Trafficking in Illicit Massage Businesses,” Polaris. 2019.
Identifying Patterns of Behavior
25
Suspicious Patterns
26
Incremental Innovation
Minerva______________________
Objective:
✓Automated human trafficking content classifier
✓Transparent risk classification✓ Scalable solution✓Rapidly identify risky
businesses, individuals, ads, and reviews
✓Assist partners mitigate risk and liability
Labels: • Dress• Main Color: White• Stripes• Stripes Color: Red
Labels:• Bag• Red
Labels:• Badge/Emblem• Animal• Squirrel• Text: Dean Close Squirrels• Text Color: Yellow
Labels:• Jumper• Main Color: Red
Labels:• Socks• Main Color:
White
Labels:• Bag• Red
Labels:• Shoes• Main Color:
Black
Apply: Hunting Hackers →Hunting Traffickers
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Predict Your Risk Level
Use Algorithms to Extract Meaning
Plan for Adversary Action
Make Informed Policy
Apply Cyber Security Skills to Help GEN:
Scalable Data Collection
Cryptocurrency Tech and Financial Classifiers
NLP Tools
Advanced OCR Tools and Techniques
Image and Video Analysis
@GblEmancipation
Global Emancipation Network
www.globalemancipation.ngo
minerva.globalemancipation.ngo