The malicious activities have moved away from being malicious files that can be caught by signatures to malicious performances utilizing legitimate files such as CMD, PowerShell, or Exploit within word documents, PDF files, etc.
Therefore, the cyber-attack game has strengthened its rules and updated to an advanced level. The current antivirus systems consider PowerShell as safe executables and let them operate; for this reason, we need an EDR system as a weapon to survive these attacks and to check what’s running inside these PowerShell/ memory space of WinWord if there is an exploit, or a process injection, etc.
So, what are the main characteristic of an EDR system:
– Strong incident response team and threat intelligence
– Detection capabilities of the EDR agent using machine learning, and AI
Machine Learning Role:
Since the amount of data you need to examine is massive, creating rules on the EDR level is not scalable or sustainable: Here comes the role of Machine Learning and Artificial Intelligence that are a part of Data Science, which is not currently available in the region.
Unfortunately, we don’t have the capability for Machine Learning experts and data scientists in the region. We are still rules-based even on SIEM (Security Information and Event Management) and SOAR (Security Orchestration, Automation and Response); perhaps, we have to wait up to 10 years to have such expertise due to several aspects:
1- such technologies are not included in the colleges’ curriculum
2- we cannot easily understand user behaviors to write or create rules inside the system since the number of existing attacks and the expected ones are noncountable.
3- noticing the gap between human errors and machine errors is tremendous.
Despite the fact, with all the technological progress, there is no magical solution for cybersecurity; meantime, we are required to take care of other things such as patching, hygiene, and monitoring malicious activities; while hardening the existing firewalls and operating systems.
Stay Up To Date!
Originally published at https://www.linkedin.com.
Thanks for your blog, nice to read. Do not stop.
After I initially commented I appear to have clicked on the -Notify me when new comments are added- checkbox and from
now on every time a comment is added I recieve four emails with the exact same comment.
Is there an easy method you are able to remove me from that service?
Thanks!
When I originally commented I clicked the “Notify me when new comments are added” checkbox
and now each time a comment is added I get four e-mails with the same
comment. Is there any way you can remove me from that service?
Cheers!
What a information of un-ambiguity and preserveness of valuable
knowledge regarding unpredicted emotions.
You’re so interesting! I don’t think I’ve read through a single thing like that before.
So nice to discover another person with a few original thoughts on this subject.
Seriously.. thanks for starting this up. This site is something
that’s needed on the internet, someone with a bit of originality!
I like the valuable information you provide in your articles.
I’ll bookmark your weblog and check again here regularly.
I’m quite certain I will learn a lot of new stuff right here!
Best of luck for the next!
Hi! This post couldn’t be written any better!
Reading through this post reminds me of my good old room mate!
He always kept chatting about this. I will forward this post to him.
Fairly certain he will have a good read. Thank
you for sharing!
Every weekend i used to pay a quick visit this website,
because i want enjoyment, since this this site conations really pleasant funny data too.
Hello there! This blog post couldn’t be written much
better! Reading through this post reminds me of my previous roommate!
He continually kept preaching about this. I most certainly will forward this information to him.
Fairly certain he’ll have a good read. Many thanks for sharing!
Hello I am so delighted I found your website, I really found
you by mistake, while I was looking on Bing for something else, Anyways I am here
now and would just like to say kudos for a fantastic post and a all round interesting blog (I also love the
theme/design), I don’t have time to go through it
all at the minute but I have book-marked it and also included your
RSS feeds, so when I have time I will be back to read more, Please
do keep up the awesome job.
Awesome article.
I got this website from my friend who shared with me on the topic of this web
site and at the moment this time I am browsing
this web page and reading very informative content at this place.
I know this if off topic but I’m looking into starting my own weblog and was wondering what
all is needed to get setup? I’m assuming having a blog like yours
would cost a pretty penny? I’m not very web smart so I’m not 100% sure.
Any suggestions or advice would be greatly appreciated.
Appreciate it
Excellent blog right here! Additionally your web site
rather a lot up very fast! What web host are you the use of?
Can I am getting your affiliate link to your host?
I want my web site loaded up as fast as yours lol
WOW just what I was looking for. Came here by searching for
Hey very nice blog!
Great online game https://gates-of-olympus-game.com/ where you can make money, buy yourself a new phone or a car, close the mortgage on your apartment and only one month, quick to register and win.
Hiya! I know this is kinda off topic nevertheless I’d figured I’d
ask. Would you be interested in trading links or maybe guest authoring a blog article or vice-versa?
My blog goes over a lot of the same subjects as yours and I feel
we could greatly benefit from each other. If you are interested feel free to
shoot me an e-mail. I look forward to hearing from
you! Great blog by the way!
We’re a group of volunteers and starting a new scheme in our
community. Your site offered us with valuable information to
work on. You have done an impressive job and our entire community will be grateful to you.
Spot on with this write-up, I honestly believe this web site needs far more attention. I’ll probably be back
again to read through more, thanks for the information!
Greetings from Carolina! I’m bored at work so I decided to check out your blog on my iphone during lunch break.
I enjoy the information you provide here and can’t wait to take a look when I
get home. I’m surprised at how fast your blog loaded on my cell phone ..
I’m not even using WIFI, just 3G .. Anyhow, fantastic site!
Does your website have a contact page? I’m having trouble locating it but, I’d like to send you
an e-mail. I’ve got some recommendations for your blog you
might be interested in hearing. Either way, great website and I
look forward to seeing it grow over time.
Hi there, i read your blog from time to time and i own a similar one and i
was just curious if you get a lot of spam
feedback? If so how do you reduce it, any plugin or anything you can advise?
I get so much lately it’s driving me insane so
any help is very much appreciated.
I do trust all the ideas you’ve presented in your post. They’re
really convincing and will definitely work.
Still, the posts are too brief for newbies. May just you please
prolong them a little from next time? Thanks for the post.
Very nice article. I certainly love this website. Continue the
good work!
Hmm it seems like your site ate my first comment (it
was super long) so I guess I’ll just sum it up what I had written and say,
I’m thoroughly enjoying your blog. I as well am an aspiring blog blogger but I’m still new to everything.
Do you have any suggestions for novice blog writers? I’d genuinely appreciate it.
Amazing blog! Is your theme custom made or did you download it from somewhere?
A theme like yours with a few simple adjustements would really make my blog shine.
Please let me know where you got your theme. With thanks
I am not sure where you’re getting your information, but great topic.
I needs to spend some time learning more or understanding more.
Thanks for fantastic information I was looking for this info for my mission.
What’s up, its fastidious post about media print, we all be familiar
with media is a great source of information.
I have been exploring for a little bit for any high-quality articles or blog posts on this kind of house .
Exploring in Yahoo I at last stumbled upon this web site. Studying this information So
i am satisfied to show that I’ve a very just right uncanny
feeling I came upon exactly what I needed. I most for
sure will make sure to do not forget this website and
give it a glance regularly.
It’s in reality a nice and helpful piece of information. I am glad that you shared this useful information with us.
Please stay us informed like this. Thank you for sharing.
At this time it seems like Expression Engine is the best blogging platform
available right now. (from what I’ve read) Is that what you’re using on your
blog?
First of all I want to say wonderful blog!
I had a quick question in which I’d like to ask if you don’t mind.
I was curious to find out how you center yourself and clear your head before writing.
I have had trouble clearing my mind in getting my thoughts out there.
I truly do enjoy writing however it just seems like the first 10 to
15 minutes are generally lost simply just trying to figure out how to begin. Any recommendations or tips?
Appreciate it!
Hello! I’m at work browsing your blog from my new apple
iphone! Just wanted to say I love reading through
your blog and look forward to all your posts! Carry on the outstanding work!
If some one wants to be updated with hottest technologies
therefore he must be pay a quick visit this web page and be up to date every day.
best work from home jobs for beginners
affiliate programs for natural health products
affiliate marketing strategies for beginners
online tutoring
Wow, incredible weblog format! How long have you been blogging for?
you make blogging glance easy. The overall glance of your
web site is magnificent, as well as the content!
menopause relief supplements for night sweats in europe
women’s organic supplements for stress relief
experience the benefits today
natural hormone supplements without prescription in the
usa
Excellent goods from you, man. I have understand your stuff previous to and you are just extremely great.
I really like what you have acquired here, really like what you’re saying and the way in which you say it.
You make it entertaining and you still care for to keep it wise.
I cant wait to read far more from you. This is actually a great web site.
Hi there, I enjoy reading all of your post.
I like to write a little comment to support you.
Whats up very cool website!! Man .. Beautiful ..
Wonderful .. I’ll bookmark your web site and take the feeds also?
I am glad to search out so many useful information here within the put up, we’d like develop more strategies in this regard, thanks for sharing.
. . . . .
passive income opportunities for doctors in the usa
work from home options for doctors freelance medical writing jobs for doctors without jobs
virtual medical research opportunities for doctors
Heya just wanted to give you a brief heads up and let you know a few of the images aren’t loading
properly. I’m not sure why but I think its a linking issue.
I’ve tried it in two different internet browsers and both show the same outcome.
Very good article! We are linking to this particularly great article on our website.
Keep up the great writing.
It’s appropriate time to make some plans for the long run and it is time to be
happy. I have learn this post and if I could I want to suggest you few interesting
things or advice. Maybe you could write next articles regarding this article.
I wish to read more issues approximately it!
This design is steller! You certainly know how to keep a reader amused.
Between your wit and your videos, I was almost moved to start
my own blog (well, almost…HaHa!) Fantastic job.
I really loved what you had to say, and more than that,
how you presented it. Too cool!
Wow that was unusual. I just wrote an really long comment but after I clicked
submit my comment didn’t appear. Grrrr… well I’m not writing all that over again. Anyways, just
wanted to say great blog!
Low cost Glyburide without a prescription to treat
diabetes online Cheap Metformin without a prescription to cure diabetes available online
Where to buy Glyburide online Cheap and reliable sources for diabetes medication
Your mode of explaining the whole thing in this piece of writing is really nice, all be
able to without difficulty be aware of it, Thanks a lot.
Thanks for your personal marvelous posting! I seriously enjoyed reading it, you can be a great
author.I will make certain to bookmark your blog and definitely will come back later on. I want to encourage one to continue your
great work, have a nice afternoon!
Because the admin of this web site is working, no doubt very soon it will be famous, due to its feature contents.
These are actually fantastic ideas in concerning blogging.
You have touched some pleasant things here. Any way keep up wrinting.
My brother recommended I might like this blog. He
was entirely right. This post truly made my day.
You cann’t imagine simply how much time I had
spent for this information! Thanks!
Excellent post but I was wanting to know if you could write a litte more on this topic?
I’d be very thankful if you could elaborate a little bit further.
Many thanks!
Hello, this weekend is pleasant in favor of me, because this moment i am reading this enormous educational paragraph here at
my home.
Simply desire to say your article is as surprising.
The clearness for your publish is simply nice and that
i can suppose you are an expert in this subject. Fine along with your permission allow me to
take hold of your RSS feed to keep up to date with impending post.
Thanks a million and please continue the enjoyable work.
I really like your blog.. very nice colors & theme.
Did you make this website yourself or did you hire someone to do it for you?
Plz answer back as I’m looking to create my own blog and would
like to find out where u got this from. appreciate it
What i do not understood is in truth how you are now not really a lot more
smartly-preferred than you might be right now. You’re so intelligent.
You realize therefore considerably in the case of this
subject, produced me in my view imagine it from so many
numerous angles. Its like men and women aren’t
involved unless it is something to accomplish with Girl gaga!
Your individual stuffs great. Always handle it up!
Excellent post. Keep writing such kind of info on your page.
Im really impressed by your site.
Hey there, You have performed a fantastic job. I’ll certainly digg it and in my opinion suggest to my friends.
I’m confident they will be benefited from this website.
My partner and I stumbled over here from a different web page and thought I might check things
out. I like what I see so now i’m following you.
Look forward to looking over your web page yet again.
Pretty great post. I simply stumbled upon your blog and wanted to mention that I’ve really loved browsing your weblog
posts. After all I’ll be subscribing on your feed
and I’m hoping you write again soon!
This is a topic that is near to my heart… Take care!
Where are your contact details though?
Appreciate this post. Let me try it out.
Hi, There’s no doubt that your web site could be having browser compatibility issues.
When I look at your web site in Safari, it looks fine however, if
opening in IE, it’s got some overlapping issues. I simply wanted to give you a quick heads up!
Other than that, fantastic site!
Hi, just wanted to mention, I liked this article.
It was practical. Keep on posting!
It’s nearly impossible to find educated people for
this subject, however, you sound like you know what you’re talking about!
Thanks
There is definately a great deal to find out
about this issue. I love all the points you made.
This info is invaluable. When can I find out more?
It’s awesome to pay a visit this web site and reading the views of
all colleagues concerning this piece of writing, while I am
also zealous of getting experience.
I was suggested this web site by means of my cousin. I’m not positive whether or not
this publish is written by way of him as no one else recognize such unique about my
trouble. You’re incredible! Thank you!
Hello, i think that i saw you visited my web site
so i came to “return the favor”.I am trying to find things to enhance my site!I suppose its ok
to use a few of your ideas!!
Thanks in favor of sharing such a good thinking, article is good, thats
why i have read it fully
Write more, thats all I have to say. Literally,
it seems as though you relied on the video to make your
point. You clearly know what youre talking about, why waste your intelligence on just posting videos to your weblog when you could be giving us something enlightening to read?
Since the admin of this web site is working, no hesitation very quickly it will be famous, due to its quality contents.
First off I want to say great blog! I had a quick question that I’d like to ask if you don’t mind. I was curious to know how you center yourself and clear your mind before writing. I have had a tough time clearing my mind in getting my thoughts out. I do enjoy writing but it just seems like the first 10 to 15 minutes are wasted just trying to figure out how to begin. Any suggestions or tips? Kudos!
I was wondering if you ever considered changing the layout of your blog? Its very well written; I love what youve got to say. But maybe you could a little more in the way of content so people could connect with it better. Youve got an awful lot of text for only having one or two images. Maybe you could space it out better?
Good ranking of https://24online-casino-affiliate-programs.com/ casino and sports betting affiliate programs, Super affiliate programs only with us, review, rating
Hi there to all, the contents present at this site are in fact awesome for people experience, well, keep up the nice work fellows.
Does your site have a contact page? I’m having a tough time locating it but, I’d like to send you an e-mail. I’ve got some recommendations for your blog you might be interested in hearing. Either way, great website and I look forward to seeing it improve over time.
Hi, i think that i saw you visited my weblog so i got here to go back the want?.I am trying to in finding things to improve my website!I assume its ok to use some of your concepts!!
I know this web site provides quality based posts and additional stuff, is there any other website which gives such things in quality?
Wonderful website you have here but I was wanting to know if you knew of any message boards that cover the same topics talked about in this article? I’d really love to be a part of online community where I can get feed-back from other knowledgeable individuals that share the same interest. If you have any recommendations, please let me know. Appreciate it!
Pretty! This was an extremely wonderful post. Thanks for providing this information.
After looking over a number of the blog articles on your web site, I truly like your way of blogging. I book-marked it to my bookmark website list and will be checking back soon. Take a look at my web site as well and let me know how you feel.
It’s awesome for me to have a web site, which is valuable for my knowledge. thanks admin
Your way of describing all in this piece of writing is actually pleasant, all be able to without difficulty understand it, Thanks a lot.
Hey there! This is my first visit to your blog! We are a group of volunteers and starting a new initiative in a community in the same niche. Your blog provided us useful information to work on. You have done a outstanding job!
Greetings! Very helpful advice within this article! It is the little changes that make the largest changes. Thanks a lot for sharing!
I all the time used to read article in news papers but now as I am a user of web so from now I am using net for posts, thanks to web.