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    Are socially-aware trajectory prediction models really socially-aware?

    , Article Transportation Research Part C: Emerging Technologies ; Volume 141 , 2022 ; 0968090X (ISSN) Saadatnejad, S ; Bahari, M ; Khorsandi, P ; Saneian, M ; Moosavi Dezfooli, S. M ; Alahi, A ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Our transportation field has recently witnessed an arms race of neural network-based trajectory predictors. While these predictors are at the core of many applications such as autonomous navigation or pedestrian flow simulations, their adversarial robustness has not been carefully studied. In this paper, we introduce a socially-attended attack to assess the social understanding of prediction models in terms of collision avoidance. An attack is a small yet carefully-crafted perturbations to fail predictors. Technically, we define collision as a failure mode of the output, and propose hard- and soft-attention mechanisms to guide our attack. Thanks to our attack, we shed light on the... 

    Lightweight secure IP address auto-configuration based on VASM

    , Article Proceedings - International Conference on Advanced Information Networking and Applications, AINA, 26 May 2009 through 29 May 2009, Bradford ; 2009 , Pages 176-180 ; 1550445X (ISSN); 9780769536392 (ISBN) Tajamolian, M ; Taghiloo, M ; Tajamolian, M ; Sharif University of Technology
    2009
    Abstract
    Mobile ad hoc networks allow to create very dynamic communication systems, which are independent from any fixed infrastructure. One of the most important issues regarding the management of an ad hoc network is the configuration of the system according to the way users move. Since a centralized control structure does not exist, we need to determine how the IP addresses must be assigned to the nodes in the network. In this paper we add a security mechanism to VASM protocol based on zero knowledge approach. A hash function has very low running time. So this so this scheme is very light-weight. The VASM protocol uses coordinate value of point in main address sheet for generating addresses. The... 

    Virtual address space mapping for IP auto-configuration in MANET with security capability

    , Article Proceedings of the 2008 International Conference on Advanced Infocomm Technology, ICAIT '08, 29 July 2008 through 31 July 2008, Shenzhen ; 2008 ; 9781605580883 (ISBN) Taghiloo, M ; Tajamolian, M ; Dehghan, M ; Mousavi, R ; Sharif University of Technology
    2008
    Abstract
    Mobile Ad Hoc Networks (MANETs) are networks with selforganizing capabilities and without a fixed infrastructure. Wireless nodes communicate among themselves using multi-hop radio relaying, without requiring the packets to pass through a central access point or a base station. In a highly mobile and infrastructure-less scenario, pre-configuration of addresses is not possible. Therefore node addresses need to be configured dynamically with minimum delay and packet loss. Existing solutions for IP address auto-configuration do not address security issues. In this paper we propose a secure address autoconfiguration for Mobile Ad hoc Networks (MANET) based on Virtual Address Space Mapping [1]....