Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   investigate the problem of optimal cache placement in the presence of malicious mobile users in heterogeneous networks, where small-cell base stations are equipped with caches in order to reduce the overall backhaul load. In particular the malicious users aim at maximizing the congestion of files at the backhaul, i.e., at maximizing the average backhaul rate. For that adversarial model,  derive the achievable average backhaul rate of the heterogeneous network. Moreover,  study the system performance from a game-theoretic perspective, by naturally considering a zero-sum Stackelberg game beten the macro-cell base station and the malicious users.  then thoroughly investigate the system performance in the presence of adversaries and  analyze the influence of the system parameters, such as the network topology and the capabilities of the small-cell base stations, on the overall performance of edge caching at the Stackelberg equilibrium. Our results highlight the impact of the malicious users on the overall caching performance of the network and they furthermore show the importance of an adversary-aware content placement at the small-cell base stations.
['Frederic Gabry', 'Valerio Bioglio', 'Ingmar Land']
I am writing a research paper on a idea On edge caching in the presence of malicious users
[{"from": "human", "value": "I am writing a research paper on a idea On edge caching in the presence of malicious users"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   investigate the problem of optimal cache placement in the presence of malicious mobile users in heterogeneous networks, where small-cell base stations are equipped with caches in order to reduce the overall backhaul load. In particular the malicious users aim at maximizing the congestion of files at the backhaul, i.e., at maximizing the average backhaul rate. For that adversarial model,  derive the achievable average backhaul rate of the heterogeneous network. Moreover,  study the system performance from a game-theoretic perspective, by naturally considering a zero-sum Stackelberg game beten the macro-cell base station and the malicious users.  then thoroughly investigate the system performance in the presence of adversaries and  analyze the influence of the system parameters, such as the network topology and the capabilities of the small-cell base stations, on the overall performance of edge caching at the Stackelberg equilibrium. Our results highlight the impact of the malicious users on the overall caching performance of the network and they furthermore show the importance of an adversary-aware content placement at the small-cell base stations."}]