FFCON19: Effectively Using AI in Decentralized Ecosystems (Toufi Saliba, CEO, TODA.Network)
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The document discusses the concept of deepfake technology and its interaction with cryptography through a framework called crypto-hbga, outlined by Toufi Saliba, CEO of toda.network. It explores genetic algorithms (GA) and their applications in optimization and AI, emphasizing the evolution from traditional GA to human-based genetic algorithms (hbga). The document raises security concerns related to privacy invasions and proposes that effective decentralization can enhance user-centric models without relying on cloud servers or databases.
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 [email protected] / +1-415-569-8038
- 2. TODA.Network CEO: Toufi Saliba [email protected] / +1-415-569-8038 Quick Intro: Who Am I? donations.services Records.0T
- 3. Deterministic Counter Deepfake via Cryptography TODA.Network CEO: Toufi Saliba [email protected] / +1-415-569-8038
- 4. Deterministic Counter Deepfake via Cryptography TODA.Network CEO: Toufi Saliba [email protected] / +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 [email protected] / +1-415-569-8038 NO CONFIRMATION YET
- 6. TODA.Network CEO: Toufi Saliba [email protected] / +1-415-569-8038 What’s Crypto-Economics
- 7. What’s Crypto-Economics Zoom-in TODA.Network CEO: Toufi Saliba [email protected] / +1-415-569-8038
- 8. What is IEC, GA and HBGA First: What is GA TODA.Network CEO: Toufi Saliba [email protected] / +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 [email protected] / +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 [email protected] / +1-415-569-8038
- 11. HBGA Simplified TODA.Network CEO: Toufi Saliba Chair ACM PB CC, Co-Chair UN Blockchain&AI Initiative [email protected] / +1-415-569-8038
- 12. Where is the data coming from? TODA.Network CEO: Toufi Saliba [email protected] / +1-415-569-8038
- 13. GA Simplified Innovator Processor Validator TODA.Network CEO: Toufi Saliba [email protected] / +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 [email protected] / +1-415-569-8038
- 15. HBGA Simplified Human Innovator Processor Human Validator TODA.Network CEO: Toufi Saliba [email protected] / +1-415-569-8038
- 16. Crypto-HBGA Simplified Human Innovator Processor Human Validator TODA.Network CEO: Toufi Saliba [email protected] / +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 [email protected] / +1-415-569-8038
- 18. Alveolus Capillary Protocol TODA.Network CEO: Toufi Saliba [email protected] / +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 [email protected] / +1-415-569-8038
- 22. TODA CEO: Toufi Saliba Global Chair ACM PB CC, Co-Chair UN Blockchain&AI [email protected] / 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?