Less Is More: Behind the Data at Kenna, by Data Scientist Michael Roytman
1 like573 views
The document discusses data-driven asset management by Michael Roytman, emphasizing the importance of effective data utilization over simply having large amounts of data. It advocates for transparency and clarity in data practices, cautioning against the misconception of 'big data' without actionable insights. Additionally, it highlights the significance of focusing on relevant data to enhance decision-making in security contexts.
Less Is More: Behind the Data at Kenna, by Data Scientist Michael Roytman
- 1. Data Driven Asset Management Data-Driven Asset Management
- 2. Michael Roytman Data Scientist, Kenna
- 3. THESIS
- 4. What the data doesn’t say
- 6. Less Tools Less Data Less Model Complexity More Impact Less Data Scientists
- 7. Say “Big Data” One More Time
- 9. “It don’t matta if you win by an inch or a mile - winning’s winning.” -Vin Diesel, The Fast and the Furious, 2001 Winner, Best Movie, MTV Movie Awards
- 10. Everyone is a Data Scientist Don’t Save For Tomorrow What You Can Do In Excel Today.
- 11. Take Only What You Need
- 13. Probability A Vuln Having Property X Has Observed Breaches RANDOMVULN CVSS 10 CVSS 9 CVSS 8 CVSS 6 CVSS 7 CVSS 5 CVSS 4 Has Patch 0.000 0.010 0.020 0.030 0.040
- 14. Probability A Vuln Having Property X Has Observed Breaches RandomVuln CVSS 10 Exploit DB Metasploit MSP+EDB 0.0 0.1 0.2 0.2 0.3
- 15. Know What You’re After