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NEW QUESTION: 1
特定の期間に発生したタクシーの旅に関する情報を含むデータセットがあります。
タクシーの旅の運賃を予測するには、モデルをトレーニングする必要があります。
機能として何を使用する必要がありますか？
A. 個々のタクシーの移動距離
B. 個々のタクシーの旅の旅行ID
C. 個々のタクシーの旅の運賃
D. データセット内のタクシーの旅の数
Answer: A
Explanation:
Explanation
The label is the column you want to predict. The identified Features are the inputs you give the model to predict the Label.
Example:
The provided data set contains the following columns:
vendor_id: The ID of the taxi vendor is a feature.
rate_code: The rate type of the taxi trip is a feature.
passenger_count: The number of passengers on the trip is a feature.
trip_time_in_secs: The amount of time the trip took. You want to predict the fare of the trip before the trip is completed. At that moment, you don't know how long the trip would take. Thus, the trip time is not a feature and you'll exclude this column from the model.
trip_distance: The distance of the trip is a feature.
payment_type: The payment method (cash or credit card) is a feature.
fare_amount: The total taxi fare paid is the label.
Reference:
https://docs.microsoft.com/en-us/dotnet/machine-learning/tutorials/predict-prices
NEW QUESTION: 2
Answer:
Explanation:
Explanation
https://technet.microsoft.com/en-us/itpro/powershell/windows/nat/add-netnatstaticmapping
NEW QUESTION: 3
The SYN Flood attack sends TCP connections requests faster than a machine can process them.
Attacker creates a random source address for each packet. SYN flag set in each packet is a request to open a new connection to the server from the spoofed IP Address Victim responds to spoofed IP Address then waits for confirmation that never arrives (timeout wait is about 3 minutes) Victim's connection table fills up waiting for replies and ignores new connection legitimate users are ignored and will not be able to access the server
How do you protect your network against SYN Flood attacks?
A. Stack Tweaking. TCP can be tweaked in order to reduce the effect of SYN floods. Reduce the timeout before a stack frees up the memory allocated for a connection.
B. Micro Blocks. Instead of allocating a complete connection, simply allocate a micro-record of 16bytes for the incoming SYN object.
C. RST cookies - The server sends a wrong SYN|ACK back to the client. The client should then generate a RST packet telling the server that something is wrong. At this point, the server knows the client is valid and will now accept incoming connections from that client normally.
D. SYN cookies. Instead of allocating a record, send a SYN-ACK with a carefully constructed sequence number generated as a hash of the clients IP Address port number and other information. When the client responds with a normal ACK, that special sequence number will be included, which the server then verifies. Thus the server first allocates memory on the third packet of the handshake, not the first.
Answer: A,B,C,D
Explanation:
All above helps protecting against SYN flood attacks. Most TCP/IP stacks today are already tweaked to make it harder to perform a SYN flood DOS attack against a target.
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