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Cyber Security – Current Landscape and
Future Challenges
Cyber Security in news
Distributed Denial of Service
Cyber Security – IoT view
Cyber Security – Definition
n. cybersecurity:See “information security”
n. information security: The protection of information
against unauthorized disclosure, transfer, modification, or
destruction, whether accidental or intentional.
Cyber Security – Attacks over time
Cyber Security – Ransomeware over time
Cyber Security – Bitcoin & Malware
● Malware which mines (steals CPU/GPU
cycles)
● Malware which steals Bitcoin from
wallets
● Ransomware – accepts Bitcoins to
release keys
Cyber Security – Bitcoin & Malware
Cyber Security – Dark Web
● The Dark Web then is classified as a small portion of
the Deep Web that has been intentionally hidden
and is inaccessible through standard web browsers
(mostly via Tor)
● Pseudonmity and being invisible makes the perfect
combination for various activities in grey area of
law
Cyber Security – Silk Road
Smart Contracts – What is it ?
● Code executed on Blockchain
● Scripted in Turing complete language
● Operates on Blockchain state
● State is publicity visible
Smart Contracts and Cyber Security
● Allows validation of conditions and implement
actions, wether legal or illegal
● Ransom smart contract – a smart contract that
would trigger an action if a ransom is not paid
Smart Contracts and Cyber Security (contd)
Cyber Security – Advanced Persistent Threat
Cyber Security – APT Life Cycle
Security Analytics – As an evolution
High Level Architecture for Security Analytics Platform
Security Analytics – Highly Scalable Well Studied Solutions
Cyber Security - Scenarios
• Security landscape is evolving fast, out pacing
products
• Paradigm of Big Data ( Map Reduce) and Scalable
Machine Learning offers promise
• Future might battle of Algorithms
Cyber Security - Future
“THE FUTURE IS ALREADY HERE,
IT”S JUST NOT EVENLY DISTRIBUTED (YET)”
– William Gibson
Questions
Big Data and the Three V’s
CAP Theorem
“You can have at most two of these
properties for any shared-data system…
the choice of which feature to discard
determines the
nature of your system.” – Eric Brewer,
2000 (Inktomi)
Security Analytics – foundations CAP Theorem
Big Data – benefits from the BASE consistency
CAP Theorem – General outcomes
Security Analytics – Machine Learning Tool chest
Security Analytics - Toolchest

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