Decoy Processes With Optimal Performance Fingerprints

نویسندگان

چکیده

Decoy targets such as honeypots and decoy I/O are characterized by a higher accuracy in detecting intrusions than anomaly, misuse, specification-based detectors. Unlike these detectors, do not attack an activity classification problem, i.e. they attempt to discern between normal malicious activity. By design, initiate system or network of their own, consequently any operation on target is unequivocally detected malicious. However, we have found that this innate characteristic can be exploited malware-initiated probes detect them quite reliably. As proof concept, describe red team tactics collect analyze live performance counters targets. To counter threats machines production, developed defensive countermeasure consists processes, with dynamics regulated guarded convolutional neural networks. Our deep learning approach characterizes builds the fingerprint real process, which then used feed profile into its counterpart. processes emulate existence activity, crafted enable production withstand malware probes. We evaluated interplay integrated Object Linking Embedding for Process Control (OPC) server, thus discuss our findings paper.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Optimal lot sizing in screening processes with returnable defective items

This paper is an extension of Hsu and Hsu (Int J Ind Eng Comput 3(5):939–948, 2012) aiming to determine the optimal order quantity of product batches that contain defective items with percentage nonconforming following a known probability density function. The orders are subject to 100 % screening process at a rate higher than the demand rate. Shortage is backordered, and defective items...

متن کامل

Improving counting Bloom filter performance with fingerprints

a r t i c l e i n f o a b s t r a c t Bloom filters (BFs) are used in many applications for approximate check of set membership. Counting Bloom filters (CBFs) are an extension of BFs that enable the deletion of entries at the cost of additional storage requirements. Several alternatives to CBFs can be used to reduce the storage overhead. For example schemes based on d-left hashing or Cuckoo has...

متن کامل

Optimal Stochastic Control in Continuous Time with Wiener Processes: General Results and Applications to Optimal Wildlife Management

We present a stochastic optimal control approach to wildlife management. The objective value is the present value of hunting and meat, reduced by the present value of the costs of plant damages and traffic accidents caused by the wildlife population. First, general optimal control functions and value functions are derived. Then, numerically specified optimal control functions and value func...

متن کامل

performance of biological system and advanced oxidation processes (aop) treating antibiotic production industrial wastewater

در این مطالعه، عملکرد دو سیستم اکسیداسیون شیمیایی پیشرفته و یک سیستم بیولوژیکی برای حذف آموکسی سیلین در فاضلاب های سنتزیدر غلظت های مشابه با موارد صنعتی مورد بررسی قرار گرفته شدند. مطالعه انجام شده دارای سه بخش متفاوت اکسیداسیون با ازن و اشعه uv، اکسیداسیون با استفاده از نانو فتوکاتالیست tio2 و استفاده از بیوراکتور هوازی لجن فعال با جداکننده های فیزیکی می باشد. در هر بخش، متغیر های متفاوتی متنا...

15 صفحه اول

Modelling With Jump Processes and Optimal Control

Classical Merton model assumes that an asset is modelled by Brownian motion or geometric Brownian motion. However, these models lack some empirical properties of usual financial series. If jumps are allowed into the model, it becomes much more appropriate. In this note, jump processes are briefly introduced. Subsequently, the impact of jumps on the optimal consumption and portfolio choice is st...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Access

سال: 2023

ISSN: ['2169-3536']

DOI: https://doi.org/10.1109/access.2023.3271999