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I DeepFake II Crypto-HBGA III Network Packets Tracing
HI >> ML >> AI
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
Quick Intro: Who Am I?
donations.services
Records.0T
Deterministic Counter Deepfake via Cryptography
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
Deterministic Counter Deepfake via Cryptography
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
Cryptography
HASH TODA1QOZAX21145HABqUIEJDNA91XHAJs
HASH TODAFHEYWIS1982hbdiuho(!JD!1901W
HASH TODAFHSUQONDB129ANCJAPZ107akugd
HASH TODAAHSJQU181aiuhksjbakhsiuh!2hA
ECDSA SIGNED EVERY MINUTE
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
NO CONFIRMATION YET
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
What’s Crypto-Economics
What’s Crypto-Economics Zoom-in
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
What is IEC, GA and HBGA
First: What is GA
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
What is IEC, GA and HBGA
History on GA:
Inspired by the process of natural selection that belongs to the larger class of evolutionary algorithms (EA).
Genetic algorithms are commonly used to generate high-quality solutions to optimization and search
problems by relying on bio-inspired operators such as mutation, crossover and selection.
John Holland introduced genetic algorithms in 1960 based on the concept of Darwin’s theory of evolution
Goldberg extended GA in 1989. The extensibilities continue.
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
What is IEC, GA and HBGA
Some GAs:
Multi-agent evolutionary systems for the generation of
complex virtual worlds
Self-organization such as self-organizing maps, competitive learning
Gene expression programming
Learnable evolution model
Learning classifier systems
Memetic algorithms
Cultural algorithms
Differential evolution
Dual-phase evolution
Swarm intelligence
Estimation of distribution algorithms
Grammatical evolution
Neuroevolution
Particle swarm optimization
Covariance Matrix Adaptation with Hypervolume Sorted Adaptive Grid Algorithm
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
HBGA Simplified
TODA.Network CEO: Toufi Saliba
Chair ACM PB CC, Co-Chair UN Blockchain&AI Initiative toufi@TODA.Network / +1-415-569-8038
Where is the data coming from?
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
GA Simplified
Innovator
Processor
Validator
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
Transforming to HBGA Simplified
Innovator
Processor
Validator
Mutators --> Human
Recombination / Crossovers
Module --> Human / Machine
Initialization Module -> Innovator
--> Human
Selectors --> Validator ---> Human
Processor --> Machine
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
HBGA Simplified
Human
Innovator
Processor
Human
Validator
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
Crypto-HBGA Simplified
Human
Innovator
Processor
Human
Validator
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
Let’s geek it out How?
TODA.Network CEO: Toufi Saliba
Chair ACM PB CC, Co-Chair UN Blockchain&AI Initiative toufi@TODA.Network / +1-415-569-8038
Alveolus Capillary Protocol
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
invading privacy in the name of security can it be avoided?
Most efficient and successful way of killing cancer
Kill the host
Optimal Decentralization = User Centric
No Servers, No Cloud
No Database, No Miners
all machines same class
TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
TODA CEO: Toufi Saliba
Global Chair ACM PB CC, Co-Chair UN Blockchain&AI toufi@TODA.Network / 650-227-4473
Proper Blockchain is likely to be
Constitutional in the new paradigm
shift in cybersecurity.
How would security look like in the open decentralized
autonomous blockchain?

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FFCON19: Effectively Using AI in Decentralized Ecosystems (Toufi Saliba, CEO, TODA.Network)

  • 1. I DeepFake II Crypto-HBGA III Network Packets Tracing HI >> ML >> AI TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
  • 2. TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038 Quick Intro: Who Am I? donations.services Records.0T
  • 3. Deterministic Counter Deepfake via Cryptography TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
  • 4. Deterministic Counter Deepfake via Cryptography TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
  • 5. Cryptography HASH TODA1QOZAX21145HABqUIEJDNA91XHAJs HASH TODAFHEYWIS1982hbdiuho(!JD!1901W HASH TODAFHSUQONDB129ANCJAPZ107akugd HASH TODAAHSJQU181aiuhksjbakhsiuh!2hA ECDSA SIGNED EVERY MINUTE TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038 NO CONFIRMATION YET
  • 6. TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038 What’s Crypto-Economics
  • 7. What’s Crypto-Economics Zoom-in TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
  • 8. What is IEC, GA and HBGA First: What is GA TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
  • 9. What is IEC, GA and HBGA History on GA: Inspired by the process of natural selection that belongs to the larger class of evolutionary algorithms (EA). Genetic algorithms are commonly used to generate high-quality solutions to optimization and search problems by relying on bio-inspired operators such as mutation, crossover and selection. John Holland introduced genetic algorithms in 1960 based on the concept of Darwin’s theory of evolution Goldberg extended GA in 1989. The extensibilities continue. TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
  • 10. What is IEC, GA and HBGA Some GAs: Multi-agent evolutionary systems for the generation of complex virtual worlds Self-organization such as self-organizing maps, competitive learning Gene expression programming Learnable evolution model Learning classifier systems Memetic algorithms Cultural algorithms Differential evolution Dual-phase evolution Swarm intelligence Estimation of distribution algorithms Grammatical evolution Neuroevolution Particle swarm optimization Covariance Matrix Adaptation with Hypervolume Sorted Adaptive Grid Algorithm TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
  • 11. HBGA Simplified TODA.Network CEO: Toufi Saliba Chair ACM PB CC, Co-Chair UN Blockchain&AI Initiative toufi@TODA.Network / +1-415-569-8038
  • 12. Where is the data coming from? TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
  • 13. GA Simplified Innovator Processor Validator TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
  • 14. Transforming to HBGA Simplified Innovator Processor Validator Mutators --> Human Recombination / Crossovers Module --> Human / Machine Initialization Module -> Innovator --> Human Selectors --> Validator ---> Human Processor --> Machine TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
  • 15. HBGA Simplified Human Innovator Processor Human Validator TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
  • 17. Let’s geek it out How? TODA.Network CEO: Toufi Saliba Chair ACM PB CC, Co-Chair UN Blockchain&AI Initiative toufi@TODA.Network / +1-415-569-8038
  • 18. Alveolus Capillary Protocol TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
  • 19. invading privacy in the name of security can it be avoided?
  • 20. Most efficient and successful way of killing cancer Kill the host
  • 21. Optimal Decentralization = User Centric No Servers, No Cloud No Database, No Miners all machines same class TODA.Network CEO: Toufi Saliba toufi@TODA.Network / +1-415-569-8038
  • 22. TODA CEO: Toufi Saliba Global Chair ACM PB CC, Co-Chair UN Blockchain&AI toufi@TODA.Network / 650-227-4473 Proper Blockchain is likely to be Constitutional in the new paradigm shift in cybersecurity. How would security look like in the open decentralized autonomous blockchain?