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Introduction to Sensor Networks

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21 diapositives · 374 Views · Jul 30, 2014

This paper explores the critical security requirements for wireless sensor networks (WSNs), focusing on availability, authorization, data confidentiality, integrity, and non-repudiation. It identifies major security threats such as spoofing, selective forwarding, sinkhole, and sybil attacks. The discussion encompasses inherent challenges like physical vulnerabilities and resource constraints, while emphasizing the need for lightweight, decentralized, and fault-tolerant security solutions. Key management and routing security are highlighted as crucial areas for ongoing research and effective countermeasures to ensure secure communications in WSNs.

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  1. Introduction to Sensor Networks Rabie A. Ramadan, PhD Cairo University http://rabieramadan.org rabie@rabieramadan.org 4

  2. Security in WSN

  3. Security Requirements • Availability • Authorization and Key Management • Data Confidentiality • Data Integrity • Non-repudiation

  4. Security Solution Constraints • Lightweight • Decentralized • Reactive • Fault-tolerant

  5. Challenges • No infrastructure • Peer-to-peer architecture with multi-hop routing • Mobile device physical vulnerability • Stringent resource constraints • Wireless medium • Node mobility

  6. WSN Security Research Fields • Routing security • Data forwarding security • Link layer security • Key management

  7. Security issues in WSN • The discussed applications require communication in WSN to be highly secure • Main security threats in WSN are: • Radio links are insecure – eavesdropping / injecting faulty information is possible • Sensor nodes are not temper resistant – if it is compromised attacker obtains all security information • Attacker types: • Mote-class: attacker has access to some number of nodes with similar characteristics / laptop-class: attacker has access to more powerful devices • Outside (discussed above) / inside: attacker compromised some number of nodes in the network

  8. Attacks on WSN • Main types of attacks on WSN are: • Spoofed, altered, or replayed routing information • Selective forwarding • Sinkhole attack • Sybil attack • Wormholes • HELLO flood attacks • Acknowledgment spoofing

  9. B A1 A2 A3 A4 False routing information • Injecting fake routingcontrol packets into the network, examples: attract / repeal traffic, generate false error messages. • Consequences: routing loops, increased latency, decreased lifetime of the network, low reliability Example: captured node attracts traffic by advertising shortest path to sink, high battery power, etc

  10. Selective forwarding • Multi hop paradigm is prevalent in WSN • It is assumed that nodes faithfully forward received messages • Compromised node might refuse to forward packets, however neighbors might start using another route • More dangerous: compromised node forwards selected packets

  11. Sinkhole and Sybil attacks • Sinkhole attack: • Idea: attacker creates metaphorical sinkhole by advertising for example high quality route to a base station • Laptop class attacker can actually provide this kind of route connecting all nodes to real sink and then selectively drop packets • Almost all traffic is directed to the fake sinkhole • WSN are highly susceptible to this kind of attack because of the communication pattern: most of the traffic is directed towards sink – single point of failure. • Sybil attack: • Idea: a single node pretends to be present in different parts of the network. • Mostly affects geographical routing protocols

  12. Wormholes • Idea: tunnel packets received on one part of the network to another • Well placed wormhole can completely disorder routing • Wormholes may convince distant nodes that they are close to sink. This may lead to sinkhole if node on the other end advertises high-quality route to sink

  13. Wormholes (cont.) • Wormholes can exploit routing race conditions which happens when node takes routing decisions based on the first route advertisement • Attacker may influence network topology by delivering routing information to the nodes before it would really reach them by multi hop routing • Even encryption can not prevent this attack • Wormholes may convince two nodes that they are neighbors when on fact they are far away from each other • Wormholes may be used in conjunction with sybil attack

  14. HELLO flood attack • Many WSN routing protocols require nodes to broadcast HELLO packets after deployment, which is a sort of neighbor discovery based on radio range of the node • Laptop class attacker can broadcast HELLO message to nodes and then advertises high-quality route to sink

  15. Acknowledgment spoofing • Some routing protocols use link layer acknowledgments • Attacker may spoof acks • Goals: convince that weak link is strong or that dead node is alive. • Consequently weak link may be selected for routing; packets send through that link may be lost or corrupted

  16. Overview of Countermeasures • Link layer encryption prevents majority of attacks: bogus routing information, Sybil attacks, acknowledgment spoofing, etc. • This makes the development of an appropriate key management architecture a task of a great importance • Wormhole attack, HELLO flood attacks and some others are still possible: attacker can tunnel legitimate packets to the other part of the network or broadcast large number of HELLO packets • Multi path routing, bidirectional link verification can also be used to prevent particular types of attacks like selective forwarding, HELLO flood

  17. Key management: goals • The protocol must establish a key between all sensor nodes that must exchange data securely • Node addition / deletion should be supported • It should work in undefined deployment environment • Unauthorized nodes should not be allowed to establish communication with network nodes

  18. Key management: constraints • Sensor node constraints: • Battery power • Computational energy consumption • Communication energy consumption • Transmission range • Memory • Temper protection • Sleep pattern • Network constraints: • Ad-hoc network nature • Packet size

  19. Key management: evaluation/comparison metrics • Resilience against node capture: how many node are to be compromised in order to affect traffic of not compromised nodes? • Addition: how complicated is dynamic node addition? • Revocation: how complicated is dynamically node revocation? • Supported network size: what is the maximum possible size of the network? • Note: since WSN can be used in a lot of different ways it is not reasonable to look for one key management approach to suite all needs: 20 000 node network deployed from the airplane over a battle field has quite different requirements from 10 node network installed to guard the perimeter of the house

  20. Key management approaches classification

  21. Main Solutions are .... Encryption, Authentication, andIdentity verification. By Eng. Ahmed Ezz-eldin