Privacy by design in big data: an overview of privacy enhancing technologies in the era of big data analytics

G D'Acquisto, J Domingo-Ferrer, P Kikiras… - arXiv preprint arXiv …, 2015 - arxiv.org
The extensive collection and processing of personal information in big data analytics has
given rise to serious privacy concerns, related to wide scale electronic surveillance, profiling …

Unicorn: Runtime provenance-based detector for advanced persistent threats

X Han, T Pasquier, A Bates, J Mickens… - arXiv preprint arXiv …, 2020 - arxiv.org
Advanced Persistent Threats (APTs) are difficult to detect due to their" low-and-slow" attack
patterns and frequent use of zero-day exploits. We present UNICORN, an anomaly-based …

A survey on provenance: What for? What form? What from?

M Herschel, R Diestelkämper, H Ben Lahmar - The VLDB Journal, 2017 - Springer
Provenance refers to any information describing the production process of an end product,
which can be anything from a piece of digital data to a physical object. While this survey …

[PDF][PDF] You Are What You Do: Hunting Stealthy Malware via Data Provenance Analysis.

Q Wang, WU Hassan, D Li, K Jee, X Yu, K Zou, J Rhee… - NDSS, 2020 - kangkookjee.io
To subvert recent advances in perimeter and host security, the attacker community has
developed and employed various attack vectors to make a malware much stealthier than …

Big data provenance: Challenges and implications for benchmarking

B Glavic - Workshop on Big Data Benchmarks, 2012 - Springer
Data Provenance is information about the origin and creation process of data. Such
information is useful for debugging data and transformations, auditing, evaluating the quality …

Fear and logging in the internet of things

Q Wang, WU Hassan, A Bates, C Gunter - Network and Distributed …, 2018 - par.nsf.gov
As the Internet of Things (IoT) continues to proliferate, diagnosing incorrect behavior within
increasingly-automated homes becomes considerably more difficult. Devices and apps may …

Nodoze: Combatting threat alert fatigue with automated provenance triage

WU Hassan, S Guo, D Li, Z Chen, K Jee, Z Li… - network and distributed …, 2019 - par.nsf.gov
Large enterprises are increasingly relying on threat detection softwares (eg, Intrusion
Detection Systems) to allow them to spot suspicious activities. These softwares generate …

Trustworthy {Whole-System} provenance for the linux kernel

A Bates, DJ Tian, KRB Butler, T Moyer - 24th USENIX Security …, 2015 - usenix.org
In a provenance-aware system, mechanisms gather and report metadata that describes the
history of each object being processed on the system, allowing users to understand how …

Sok: History is a vast early warning system: Auditing the provenance of system intrusions

MA Inam, Y Chen, A Goyal, J Liu, J Mink… - … IEEE Symposium on …, 2023 - ieeexplore.ieee.org
Auditing, a central pillar of operating system security, has only recently come into its own as
an active area of public research. This resurgent interest is due in large part to the notion of …

Iot passport: A blockchain-based trust framework for collaborative internet-of-things

B Tang, H Kang, J Fan, Q Li, R Sandhu - … of the 24th ACM symposium on …, 2019 - dl.acm.org
Internet-of-Things (IoT) is a rapidly-growing transformative expansion of the Internet with
increasing influence on our daily life. Since the number of" things" is expected to soon …