CS Professional · Artificial Intelligence, Data Analytics and Cyber Security - Laws and Practice
Internet and Other Technologies: formula sheet
Key formulas
- Internet vs Web
- Internet = infrastructure (TCP/IP network of networks); WWW = service on it (HTTP + URLs + browsers)
- Web is a subset of what the Internet carries. Never use them as synonyms.
- IPv4 size
- 32 bits; 2³² = 4,294,967,296 addresses
- Written as four numbers 0-255 separated by dots.
- IPv6 size
- 128 bits; 2¹²⁸ addresses
- Written in hexadecimal groups separated by colons. Created to solve IPv4 exhaustion.
- URL structure
- protocol://domain-name/path
- Example: https://www.example.in/notes. HTTPS means HTTP with encryption.
- DNS function
- Domain name → IP address
- A resolver queries DNS servers, starting from the root, then TLD, then the authoritative server.
- Governance roles
- ICANN: names and identifiers; IANA: root zone, IP pools, protocol parameters; RIRs: regional IP allocation; IETF: protocol standards; W3C: Web standards
- Learn one role per body for quick recall.
- Service model split (who manages what)
- IaaS: provider manages hardware and virtualisation; you manage OS, apps, data | PaaS: provider also manages OS and runtime; you manage apps and data | SaaS: provider manages everything; you manage use and data
- The more control you hand over, the less customisation you keep. Data responsibility stays with you in all three.
- Deployment models
- Public = shared, provider-owned | Private = single organisation | Community = shared by organisations with common needs | Hybrid = two or more models combined
- Hybrid lets sensitive data stay private while other workloads use public cloud.
- Five essential characteristics
- On-demand self-service + broad network access + resource pooling + rapid elasticity + measured service
- Use as a definition checklist.
- Examples to quote
- IaaS: virtual servers and storage | PaaS: application development and database platforms | SaaS: email, CRM, accounting software
- Generic examples are safe. Do not rely on brand names for marks.
- Three-layer IoT architecture
- Perception layer → Network layer → Application layer
- Perception senses and acts; network transmits data; application delivers the service to the user.
- Five-layer IoT architecture
- Perception → Transport/Network → Processing (Middleware) → Application → Business
- Use when the question asks for a detailed model. Say that layer names vary between sources.
- IoT data flow
- Sense → Connect → Process → Act/Inform
- A simple answer to 'how does IoT work' that fits any example.
- Security triad applied to IoT
- Confidentiality, Integrity, Availability (CIA)
- Use to structure risks: data leaks hit confidentiality, tampering hits integrity, DDoS or device failure hits availability.
- Answer structure for IoT questions
- Meaning → Architecture → Application → Risk → Legal/Compliance response
- Keeps a descriptive answer complete and in a logical order.
- Block structure
- Block = transactions + timestamp + previous block hash + own hash
- Linking each block to the previous hash is what makes tampering detectable.
- Proof of Work vs Proof of Stake
- PoW: right to add block = computing power spent; PoS: right to add block = coins staked
- PoW is energy-heavy. PoS is energy-light but risks concentration among large holders.
- Type by access
- Public = permissionless; Private and consortium = permissioned
- Use this to compare control, speed, privacy and trust.
- Smart contract logic
- IF condition met THEN action executes automatically
- Legal validity depends on the essentials of a valid contract, not on the code alone.
- Essentials of a valid contract
- Offer + acceptance + lawful consideration + capacity + free consent + lawful object
- Test a smart contract against these under the Indian Contract Act, 1872.
- 5 Vs of big data
- Volume + Velocity + Variety + Veracity + Value
- Learn each V with a one-line meaning and an Indian example.
- AR vs VR
- AR = real world + digital overlay; VR = fully virtual environment
- VR replaces your surroundings. AR keeps them visible.
- Edge vs cloud
- Edge = process near the source; Cloud = process in remote central data centres
- Edge gives low delay. Cloud gives large scale and storage.
- Types of machine learning
- Supervised, Unsupervised, Reinforcement
- Supervised uses labelled data. Unsupervised does not. Reinforcement uses rewards.
- E-commerce model by parties
- B2B = business → business; B2C = business → consumer; C2C = consumer → consumer; C2B = consumer → business; B2G = business → government
- Identify the two parties in the facts first. The seller side is named first in the usual B2C and B2B labels.
- UPI payment flow
- Payer app → payer's bank (UPI PIN authorisation) → NPCI UPI switch → payee's bank → credit to payee
- Payment is account to account and real time. A wallet instead debits a stored balance held by the issuer.
- Safe harbour condition
- Intermediary protection = no initiation, selection or modification of the transmission + due diligence + takedown on lawful notice
- Safe harbour is lost if the intermediary conspires, abets or fails to remove content after actual knowledge through a lawful order.
- Significant social media intermediary extra duties
- Chief Compliance Officer + nodal contact person + resident grievance officer + monthly compliance report
- These apply only to intermediaries that cross the notified user threshold. Do not apply them to every platform.
Quick revision
- The internet is a global network of networks; the WWW is a service that runs on it, not the same thing.
- Know the main bodies and principles of internet governance as given in your study material.
- Cloud service models are IaaS, PaaS and SaaS; know one example and the user's control in each.
- Cloud deployment models are public, private, hybrid and community.
- IoT means connected devices that collect and exchange data, so device security and privacy are the main risks.
- Blockchain is a distributed ledger where records are linked in blocks and are hard to alter.
- Know the difference between public, private and consortium blockchains.
- Big data is usually described by volume, velocity and variety.
- Machine learning lets systems learn patterns from data instead of being told every rule.
- E-commerce models include B2B, B2C and C2C; know the legal issues around electronic contracts.
- Digital payments raise security, authentication and consumer protection issues.
- Social media raises issues of content liability, privacy and misuse; link them to the relevant law you study later.
Common mistakes
- Treating the Internet and the World Wide Web as the same thing. Fix: Say the Web is one service on the Internet. Mention email and FTP as non-Web uses.
- Saying ICANN owns or controls the Internet. Fix: Say ICANN coordinates names and identifiers. The Internet has no single owner and is governed through multiple bodies.
- Mixing up IaaS, PaaS and SaaS or giving only definitions. Fix: Always explain the split of responsibility and add one example for each.
- Saying the cloud provider alone is responsible for data security. Fix: State that the customer, as data owner, stays accountable and must secure the arrangement by contract and controls. Security is shared.
- Listing layers without explaining what each does Fix: Add one line and one example for every layer, such as a temperature sensor in the perception layer.
- Mixing three-layer and five-layer models in one answer Fix: Choose one model at the start and say that other sources may name the layers differently.
- Treating blockchain and Bitcoin as the same thing. Fix: State that blockchain is the technology and cryptocurrency is one application. Add other uses such as land records, supply chains and share registers.
- Saying blockchain data can never be changed. Fix: Say records are tamper-evident and very hard to alter. A group controlling most of the network, or a permissioned network's agreed rules, can change outcomes.
- Listing the 5 Vs by name without explaining them. Fix: Add a short meaning and an example to each V. Marks go to explanation.
- Saying AR and VR are the same, or mixing them up. Fix: Remember that VR replaces the real world, while AR overlays digital content on it.
Exam tips
- Expect a distinction or short note. Prepare a clean Internet versus Web contrast with three points.
- Learn one-line roles for ICANN, IANA, RIRs, IETF, W3C and NIXI. Examiners test who does what.
- Use a small example, such as a .in domain resolving to an IP address, to show you understand DNS rather than having memorised it.
- In case-based questions, finish with a practical compliance or security recommendation.
- Link to related topics such as IP addressing, network protocols and cyber law when the facts involve misuse of a domain or website.
- Answer comparison questions with a short table-like list in sentences: meaning, control, example, suitability. Do not write only definitions.
- In case questions, state the model first, then the legal issue, then the clause or action. This follows provision, analysis, conclusion.
- Never name a section or rule unless you are sure. Use plain words such as reasonable security practices and sector-specific directions.