The AI Potential
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The AI Potential

Combined Session
Wednesday, October 23, 2019 13:30—14:30
Location: Salon A

The Impact of AI in Data Science Related Privacy

The Impact of AI in Data Science Related Privacy
Presentation deck
The Impact of AI in Data Science Related Privacy
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Dr. Zacharias Voulgaris
Dr. Zacharias Voulgaris
Data Science Partnership Ltd
Dr. Zacharias Voulgaris was born in Athens, Greece. He studied Production Engineering and Management at the Technical University of Crete, shifted to Computer Science through a Masters in...

Panel: Protecting Customer Data through APIs and Machine Learning

The prevalence of API Attacks increasing more and more, and most all go unnoticed until it is far too late. However, many have been very visible lately including recent attacks on Instagram, Verizon, and Facebook. Many of the Security and DevOps leaders we speak to will tell us they: 1. don’t know if they are under attack, 2. don't know how many APIs they have, and 3. don't have detailed visibility into API activity once authentication has occurred.

Machine Learning can be used to counter the exponential rise and evolution of API attacks. By leveraging machine learning, an organization can analyze normal API traffic and behaviors to detect anomalies and bad actors. Many identity based attacks (for example: stolen OAuth tokens) can go months before being discovered by conventional access policies. With machine learning, these nuanced attacks are stopped before customer data can be exfiltrated, edited, or deleted.

- What are the most common API attacks today
- An overview of how Machine Learning works
- How Machine Learning is the best first line of defense against API attacks
- How dynamic ML behavioral analysis can find attacks faster and with more precision than traditional access policies

Katryna Dow
Katryna Dow
Meeco
Katryna Dow is the founder and CEO of Meeco; a personal data platform that enables people to securely exchange data via the API-of-Me with the people and organisations they trust ...
Allan Foster
Allan Foster
ForgeRock
Allan Foster has helped build ForgeRock into a multinational identity software vendor with offices on four continents. Allan’s deep technical knowledge has been well used in all aspects of...
Dr. Zacharias Voulgaris
Dr. Zacharias Voulgaris
Data Science Partnership Ltd
Dr. Zacharias Voulgaris was born in Athens, Greece. He studied Production Engineering and Management at the Technical University of Crete, shifted to Computer Science through a Masters in...
Joe Zanini
Joe Zanini
Ping Identity
Joe is a Solutions Architect with Ping Identity specializing in IDaaS, MFA, and API Security. He also has considerable expertise with complex hybrid architecture implementations for workforce and...
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