VLDB 2026 Research / reviewers in the wild / expert
Miguel Calvo
dblp:28/8846
· DBLP profile ↗
7ranked-venue papers
4as first author
5since 2021 · last 2025
0000-0003-2418-1830ORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Security and privacy · 4 · 3 first-author · 4 since 2021Artificial intelligence and machine learning · 1 · 1 first-author · 1 since 2021
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | LSTM-based text analysis to automatically adapt cyberattack detection capabilities
Miguel Calvo, Anca Butnar, Marta Beltrán |
Appl. Intell. | 1 |
| 2024 | Applying the Goal, Question, Metric method to derive tailored dynamic cyber risk metricsabstractPurpose This paper aims to propose a new method to derive custom dynamic cyber risk metrics based on the well-known Goal, Question, Metric (GQM) approach. A framework that complements it and makes it much easier to use has been proposed too. Both, the method and the framework, have been validated within two challenging application domains: continuous risk assessment within a smart farm and risk-based adaptive security to reconfigure a Web application firewall. Design/methodology/approach The authors have identified a problem and provided motivation. They have developed their theory and engineered a new method and a framework to complement it. They have demonstrated the proposed method and framework work, validating them in two real use cases. Findings The GQM method, often applied within the software quality field, is a good basis for proposing a method to define new tailored cyber risk metrics that meet the requirements of current application domains. A comprehensive framework that formalises possible goals and questions translated to potential measurements can greatly facilitate the use of this method. Originality/value The proposed method enables the application of the GQM approach to cyber risk measurement. The proposed framework allows new cyber risk metrics to be inferred by choosing between suggested goals and questions and measuring the relevant elements of probability and impact. The authors’ approach demonstrates to be generic and flexible enough to allow very different organisations with heterogeneous requirements to derive tailored metrics useful for their particular risk management processes. Miguel Calvo, Marta Beltrán |
Inf. Comput. Secur. | 1 |
| 2023 | A privacy threat model for identity verification based on facial recognitionabstractThe proliferation of different types of photographic and video cameras makes it relatively simple and non-intrusive to acquire facial fingerprints with sufficient quality to perform individuals’ identity verification. In most democratic societies, a debate has been occurring regarding using such techniques in different application domains. Discussions usually revolve around the tradeoffs between utility (security in access control, mobile phone unlocking, payment processing, etc.), usability or economic gain and risks to citizens’ rights and freedoms (privacy) or ethics. This paper identifies the common aspects of different solutions for identity verification based on facial recognition techniques within different application domains. It then performs a privacy threat modelling based on these common aspects to identify the most critical risk factors and a minimum set of safeguards to be considered for their management. Marta Beltrán, Miguel Calvo |
Comput. Secur. | 2 |
| 2022 | An Adaptive Web Application Firewall
Miguel Calvo, Marta Beltrán |
SECRYPT | 1 |
| 2022 | A Model For risk-Based adaptive security controlsabstractSecurity controls and countermeasures have shifted from static desktop-based and corporate network environments to heterogeneous, distributed and dynamic environments (e.g., cloud and mobile computing or Internet of Things). Due to this paradigm shift, adaptive and risk-based approaches have gained significant importance. These approaches allow security managers to perform context-aware decision making, adapting controls’ deployment, configuration or use to every specific situation, depending on the current value of risk indicators or scores and on the level of risk tolerated by the organisation at any given time. This paper proposes a model to automatically adapt security controls to different risk scenarios in almost real-time (if required). This model is based on a three-layer architecture and a three-step flow (measurement-decision-adaptation), relying on a scalable policies&rules framework capable of integrating with different kinds of controls. Furthermore, the proposed model is validated and evaluated with an actual use case. Miguel Calvo, Marta Beltrán |
Comput. Secur. | 1 |
| 2004 | Integration, measurements and calibration of a UMTS smart antennaabstractAdaptive type smart antennas have not been implemented yet on the deployed UMTS systems, although UTRA-UMTS preview their operation and they also could improve capacity especially in a multiservice environment. This paper describes a set of novel measurement techniques that must be performed to evaluate the correct operation of a smart antenna system in an anechoic chamber. The validity of these new techniques are supported by the measurement results obtained from a real smart antenna prototype for WCDMA. Manuel Sierra-Pérez, Miguel Calvo, Leandro de Haro-Ariet, Manuel Sierra-Castañer, Ramón Martínez 0001, Laura G. García, Alberto Martínez, Francisco Javier García-Madrid Velázquez, José Luis Masa, J. M. Serna |
PIMRC | 2 |
| 2000 | On the real time implementation of the turbo decoder in a 3G mobile communication systemabstractThe complexity associated with the turbo decoding algorithm implies the necessity of an optimised implementation that allows the decoder to work in real time systems. The main constraints are: the algorithm needs to complete a frame reception in order to decode the first bit; and the iterative algorithm used to match the performance requirements delays the decoding flow. Several analyses are presented in this paper to address these constraints: a study of truncating algorithms and the trade-off between system performance and number of iterations to combat the delay associated with the decoding process; and finite arithmetic and computational complexity study in order to determine the memory requirements and processing speed restrictions. Matilde P. Sánchez, Leandro de Haro-Ariet, Miguel Calvo, K. Sam Shanmugan |
PIMRC | 3 |