Such taxonomy can facilitate incident response and cyber threat hunting by aiding in understanding of the potential attacks to organizations as well as which attacks may surface. We then comprehensively analyze more than 40 APT campaigns disclosed before 2018 to build our taxonomy. Therefore, in this paper, we leverage the Cyber Kill Chain (CKC) model to "decompose" any complex attack and identify the relevant characteristics of such attacks. Note, however, that existing information about APT attack campaigns is fragmented across practitioner, government (including intelligence/classified), and academic publications, and existing taxonomies generally have a narrow scope (e.g., to a limited number of APT campaigns). Specifically, we posit the importance of taxonomies in categorizing cyber-attacks. Thus, having up-to-date and detailed information of APT's tactics, techniques, and procedures (TTPs) facilitates the design of effective defense strategies as the focus of this paper. For example, such threat actors often utilize a broad range of attack vectors, cyber and/or physical, and constantly evolve their attack tactics. APT and nation-state/sponsored actors tend to be more sophisticated, having access to significantly more resources and time to facilitate their attacks, which in most cases are not financially driven (unlike typical cyber-criminals). The need for cyber resilience is increasingly important in our technology-dependent society where computing devices and data have been, and will continue to be, the target of cyber-attackers, particularly advanced persistent threat (APT) and nation-state/sponsored actors.
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RetroArch has a robust CLI for those who prefer the command line, there are also many pages which should have been installed by default for retro-arch, retroarch-joyconfig and others. libxml2 - For XML shaders and cheat support.OpenGL headers (should be on most distros by default, if not try installing libgl/mesa development package.The most important part is making sure you have all the dependencies.ĭependencies: (refer to your distro's wiki or package manager for exact package names) For Arch Linux, there are AUR packages and packages in the community repository that simplify this process - though it isn't incredibly difficult otherwise. If you set everything up correctly, you should see the cores when you select the Core option in the RGUI. In Retroarch, go to Settings -> Path Options -> Core Directory and navigate to the appropriate folder. You can also set the libretro path using the RGUI. Assuming the cores are located in /usr/lib/libretro, the line in the configuration file should look like Insert the path to the libretro cores between the quotation marks on the right hand side. Look for the option libretro_directory, which may be located near the bottom of the file. Once you've located the libretro cores, it's time to open retroarch.cfg using your editor of choice. Use ls to check each one until you find the downloaded cores. If the directory does not exist, you can find where the cores were saved with the find command:įind may return several directories. You should see a list of all the cores you downloaded. You can check this by entering the command They should have been saved in the directory /usr/lib/libretro. Next you need to locate the directory in which the libretro cores are stored. Alternatively, you can use the find command: If retroarch.cfg is not found at that location, run Retroarch and choose the Save Config option - Retroarch will save a new configuration file and display its path on screen. By default, retroarch.cfg will be created in the directory $HOME/.config/retroarch, where $HOME is your home directory. Run Retroarch at least once to create a skeleton retroarch.cfg. This section applies to most distros of Linux, but the paths referenced may be Ubuntu-specific.īefore you can use the cores you've downloaded in Retroarch, you need to set the path to the libraries in retroarch.cfg, the configuration file for Retroarch. To install all (or at least most) of the cores in one go, run Synaptic, Software Center) or by visiting ]. You can see all of the cores available to you either in your package manager (e.g. Replace with the name of the package the core is available in. The next step is to type the following into the terminal: Sudo add-apt-repository ppa:libretro/stable The first step is to add the PPA for libretro/stable in a terminal: Installing RetroArch on Linux Debian-based To launch a game, select the emulator core you'd like to use under Core, and select a ROM under Load Game.įor more convenient ROM selection, setup your browser directory under Path Options. 6.1 Command prompt running and closing itself upon running retroarch.exe. Olly: You called a girl "Sugar Butt"? Chester: Yeah, and I keep cereal in my pocket, to feed them. come on, come on home with me sugar butt." Olly: Sugar Butt? Chester: Yeah. Olly: How's it go? Chester: Sure, "Hey fruity lips. Olly: Do you know the language of love? Chester: Yeah, it's like. What do you guys say? Sifl: No, I'm sorry, I'm sorry, we're not interested, sir. The Sifl & Olly Show TV Series 1998 30 m IMDb RATING 8.8 /10 483 YOUR RATING Rate POPULARITY 40,890 5,794 Comedy A half-hour show about a few sock puppets. Jargon Scott: They're safe around children. Jargon Scott: Like cats with personality. Jargon Scott: They're like cuddly throw pillows. The Sifl and Olly Show is a comedy TV series that incorporates sock puppets, animation, and musical performances. I mean, a show that has an entired cast of sock puppets, and yet manages to stay fresh, satyrical, and fun is amazing. The idea that MTV bailed on it is outragous, and the thought that it is unavailable to own is heartbreaking. Olly: No, I'm sorry, we're not interested. Sifl & Olly represents everything original and good that made MTV what it is. Jargon Scott: Today I am offering legless dogs. Olly: Hi, Jargon, what's your question? Jargon Scott: Well, I was gonna ask you boys if you'd be interested in, uh, purchasing a little item I've got here. Olly: Why would we be lying if we were on television? Sifl: Yeah, I've had serious problems with squirrels. Olly: My friend, what about electric dog fences? What about the fact that squirrels are responsible for 70% of all deaths? Caller: No, they're not. Caller: I think these Squirrel Zappers are so inhumane. I'm standing here in the middle of, hell, I dunno where I was at this point, with like, six cartons of eggs, and all this guy can say is "him go up the cricker." What the hell is that?ĭialogue Olly: Next caller.You're cuddled up in bed, you hear that "step, thump, step, thump" of a pirate coming up your stairs. Now folks, here's a nightmare scenario.The show stars a black sock puppet named Sifl with grass for hair, a white sock puppet named Olly with a flower on the top, and a yellow sock puppet named Chester that looks like a dog. The very best of Sifl and Olly 80,410 views 1.3K Dislike Share No one Special 294 subscribers the best parts of season 1 and 2 of sifl and olly, smooshed together into one mega. The Sifl and Olly Show (1998-1999) was a sock puppet show created by Liam Lynch and shown on MTV. Upgrade your style with Sifl And Olly t-shirts from Zazzle Browse through different shirt styles and colors. For the most part, video editing with WeVideo is incredibly simple, and most of it is based on a drag-and-drop design. WeVideo is one of the most widely used cloud-based video editing applications. In very simple terms, this means that you can produce and edit videos from an online interface.
Monitors within the Municipality include "Garden" - a site in the Airport Heights neighborhood in north Anchorage "Laurel" - located on Tudor Road near the intersection with Lake Otis "Parkgate" - a site on the Old Glenn Hwy. of Environmental Conservation maintains this information. They will differ from the EPA index reported and forecast above because of their short-term nature. Levels given use data from recent hours only at each monitoring site. Get the most recent air quality data from stations in Anchorage and Eagle River by means of the Alaska AQI. Link to Short-term Air Quality Data for the Anchorage area On behalf of all who appreciate clean, healthful air – Thank You. We encourage you to share the this Sweep Guidelines Letter_ 2022.pdf with your property manager or sweeping contractor to assist us in this effort. To report violations please call the Anchorage Air Quality Specialist at (907) 343-6520. Use of leaf blowers to dry-sweep sediments is prohibited per the Anchorage Air Quality Ordinance: § 15.30.060 A. Wet dusty surfaces prior to sweeping to avoid generation of airborne dust. Please do not use of leaf blowers on dusty / dry landscapes. Please also help us reduce airborne dust which can significantly affect children, the elderly and individuals who struggle with heart and lung ailments. If you have an air quality concern, please call the Anchorage Health Department, Environmental Services Program at 343-4200. Please help us all be able to enjoy clean, healthy air. Burning combustible trash is forbidden by municipal ordinance because it produces noxious smoke. If you use a wood stove or fireplace, please burn only clean dry wood with enough ventilation to prevent smoldering. For current air quality conditions you can also call the Air Quality Hotline at 343-4899. The "Menu" drop-down (In gray bar near Top, Left of this page) contains links to services provided by this program. The Program also responds to local air quality complaints and is responsible for various air quality projects. The Air Quality Program is responsible for monitoring and reporting levels of air pollutants, such as carbon monoxide and fine particles, within the municipality of Anchorage. However, levels of PM-10, or course particulate, sometimes approach federal standards. Anchorage currently meets standards for all six of these pollutants. These are carbon monoxide, ozone, sulfur dioxide, nitrogen dioxide, airborne lead, and two size categories of fine particulates called PM-10 and PM-2.5. The US Environmental Protection Agency has set air quality standards for six air pollutants. The link immediately below explains AQI values and their health effect significance. That data is available from their AQI Report web-page, which is accessible by clicking on the large AQI Logo above or by visiting . For further information about the index from EPA click here.Īir quality data throughout Alaska is collected & reported by the Alaska Department of Environmental Conservation - Air Monitoring Program. The values given for AQI relate pollutant concentrations to health effects that may be experienced at those levels by means of the Environmental Protection Agency (EPA) Air Quality Index. What are the health risks associated with this AQI level? Air Program staff can be reached on weekdays (except for holidays) from 8 am to 4 pm by calling (907) 343-6520. Both are updated each weekday by 9 am and more often whenever significant air quality impacts occur. Updates about air pollution levels in Anchorage, Alaska can be obtained by visiting this website daily, or by calling 343-4899. Data from the Alaska DEC air monitoring network is available at: http :///Applications/Air/airtoolsweb/Aq/Īir Quality Index (AQI) Reporting Near real-time citizen air quality data is available at: We expect good air quality today with a forecasted index value of 10. Yesterday Anchorage had good air quality with a daily index value of 6. There is also a system of rewards and bonuses in the game. In all modes, the player can receive certain trophies. A picture is given in which the wands are arranged in a certain way, and you need to distribute them in the same way as in the picture. This mode will require ingenuity and speed from him. There is also a “brain switch” mode, where the player needs to turn on the brain. Zen is a very good opportunity to win trophies. In “speed” mode, the player must have time to finish the game in a specified time, and in “Zen” mode, the game is endless. When the flask is filled to the neck, the level ends and bonus points are awarded.Ĭhuzzle Deluxe Crack Codex Crack There are other modes in the game, such as speed, zen, and brain waves. Eliminated wands fly into the flask on the left of the board. This “wrapping” of the grid can be a source of complexity, because some moves may require the player to drag the edges of the Chaisezavles in the middle. Rows and columns “snap” when dragging from the grid Wands on the left respawn on the right, up, down, and vice versa. The movements are made by dragging rows and columns. The player gains an advantage by playing with a mega bubble. Also in the game, there is a large bubble, which occupies 4 squares. The player must make sure that 3 identical wands match, the only way they can be removed from the board. Rows and columns are also given, dragging the moving bubbles. 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Press down at the catch on the right of the buggy.Push up with your foot between the two legs of the buggy at the back.It’s not that easy to fold as there are 3 phases but I’ve definitely folded worse buggies (such as the much pricier Bugaboo Ant which is fiendishly complex). How do you fold the Red Kite Push Me Quatro? It is true that the hood isn’t generous like the Cuggl Hazel Pushchair, but it does provides more shade than the Joie Nitro, a market leader that lacks decent sun coverage, with many parents opting to buy an additional canopy separately. One online reviewer complained it didn’t shield the sun from his son on holiday. There is no peek-a-boo window and the seat unit faces outwards so unfortunately there isn’t any close interaction with your child. Can you interact with your child when they’re in the Red Kite Push Me Quatro? This measures up to the competition – in this price range, the majority of buggies have a multi-position back recline, including the option to lie flat. It’s true that it’s not the most luxurious seat in the world, but the great value price tag reflects this. Some online shoppers found it too shallow and others said it sagged in the middle, but I didn’t have any such issues. It was about the right depth for my eight-month-old baby Benjamin and our five-year-old daughter, Celestia, sat very comfortably in it too. What’s the Red Kite Push Me Quatro seat unit like? No, the Push Me Quatro doesn’t come with a carrycot. My 8-month-old, Benjamin, appears to be pretty comfortable in the roomy Push Me Quatro seat. The maximum weight is 15kg which is anything from 2 to 4 years of age, but my five-year-old daughter old sat in it comfortably. It says from birth, but there are no cushioned seat pads and your baby would be facing outwards, so I wouldn’t recommend it. What age is the Red Kite Push Me Quatro suitable for? Offering similar features to the Red Kite Push Me Quatro, including its maximum weight limit of 15kg and dual-wheel suspension, it only differs in size, look and weight – it’s slightly heavier, it has a marginally bigger fold and it comes with chest pads.įor something at a similar price and even more lightweight than the Red Kite Push Me Quatro, the Hauck Sport (£63.64 on Amazon) is a great option – at 6kg it’s lighter than the Quatro, it has a more compact fold and has a higher weight limit of 18kg, so it will last you for longer, but many shoppers feel it has a budget look and for some, its feather-light frame isn’t great on rough terrain. 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Real-time Customer Segments for Discovery.Business UC: Recommendations Business Guide.Single Opt-In Subscription Banner with Automated Consent Management.Abandoned Cart Flow with Product Personalization.How to setup pre-built templates in Bloomreach Engagement.Product Recommendations in Bloomreach Engagement.Two-way messaging and Keywords Auto Responses. I previously wrote an article on how to install Homebrew and use it to convert a dot file into an image file here (see the Homebrew to Help Visualize Decision Trees section of the tutorial). If you don’t have Anaconda or just want another way of installing Graphviz on your Mac, you can use Homebrew. How to Install and Use on Mac through Homebrew conda install python-graphvizĪfter that, you should be able to use the dot command below to convert the dot file into a png file. Type the command below to install Graphviz. There are a couple ways to do this including: installing python-graphviz though Anaconda, installing Graphviz through Homebrew (Mac), installing Graphviz executables from the official site (Windows), and using an online converter on the contents of your dot file to convert it into an image. The problem is that using Graphviz to convert the dot file into an image file (png, jpg, etc) can be difficult. A dot file is a Graphviz representation of a decision tree. The first part of this process involves creating a dot file. I should note that the reason why I am going over Graphviz after covering Matplotlib is that getting this to work can be difficult. In data science, one use of Graphviz is to visualize decision trees. Graph visualization is a way of representing structural information as diagrams of abstract graphs and networks. Graphviz is open source graph visualization software. Note that I edited the file to have text colors correspond to whether they are leaf/terminal nodes or decision nodes using a text editor. ot_tree(clf) ĭecision Tree produced through Graphviz. The code below plots a decision tree using scikit-learn. Scikit-learn 4-Step Modeling Pattern # Step 1: Import the model you want to use # This was already imported earlier in the notebook so commenting out #from ee import DecisionTreeClassifier # Step 2: Make an instance of the Model clf = DecisionTreeClassifier(max_depth = 2, random_state = 0) # Step 3: Train the model on the data clf.fit(X_train, Y_train) # Step 4: Predict labels of unseen (test) data # Not doing this step in the tutorial # clf.predict(X_test) How to Visualize Decision Trees using MatplotlibĪs of scikit-learn version 21.0 (roughly May 2019), Decision Trees can now be plotted with matplotlib using scikit-learn’s ot_tree without relying on the dot library which is a hard-to-install dependency which we will cover later on in the blog post. The colors in the image indicate which variable (X_train, X_test, Y_train, Y_test) the data from the dataframe df went to for a particular train test split. import pandas as pd from sklearn.datasets import load_iris data = load_iris() df = pd.DataFrame(data.data, columns=data.feature_names) df = data.target The Iris dataset is one of datasets scikit-learn comes with that do not require the downloading of any file from some external website. import matplotlib.pyplot as plt from sklearn.datasets import load_iris from sklearn.datasets import load_breast_cancer from ee import DecisionTreeClassifier from sklearn.ensemble import RandomForestClassifier from sklearn.model_selection import train_test_split import pandas as pd import numpy as np from sklearn import tree Load the Dataset The following import statements are what we will use for this section of the tutorial. If this section is not clear, I encourage you to read my Understanding Decision Trees for Classification (Python) tutorial as I go into a lot of detail on how decision trees work and how to use them. In order to visualize decision trees, we need first need to fit a decision tree model using scikit-learn. With that, let’s get started! How to Fit a Decision Tree Model using Scikit-Learn
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